5/15/2025
library(readxl)
library(tidyr)
library(dplyr)
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library(tseries)
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library(forecast)
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library(vars)
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## Loading required package: MASS
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library(TSA)
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library(fracdiff)
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library(splines)
library(mgcv)
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library(tsDyn)
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library(rugarch)
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library(zoo)
library(lubridate)
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library(purrr)
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library(factoextra)
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## Welcome! Want to learn more? See two factoextra-related books at https://goo.gl/ve3WBa
library(cluster)
library(MSwM)
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library(quantmod)
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library(proxy)
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library(dtwclust)
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library(FinTS)
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# DATA IMPORT
zillow <- read_excel("~/Desktop/OneDrive - wesleyan.edu/Wes Spring 2025/QAC320/finalproject/finalprojectdata/zillowcounty.xlsx",
skip = 1)
cci <- read_excel("~/Desktop/OneDrive - wesleyan.edu/Wes Spring 2025/QAC320/finalproject/finalprojectdata/cci.xlsx",
skip = 3)
mortgagerate <- read_excel("~/Desktop/OneDrive - wesleyan.edu/Wes Spring 2025/QAC320/finalproject/finalprojectdata/mortgagerate.xlsx",
sheet = "Weekly, Ending Thursday")
bbkgdp <- read_excel("~/Desktop/OneDrive - wesleyan.edu/Wes Spring 2025/QAC320/finalproject/finalprojectdata/bbkgdp.xlsx",
sheet = "Monthly")
population <- read_excel("~/Desktop/OneDrive - wesleyan.edu/Wes Spring 2025/QAC320/finalproject/finalprojectdata/population.xlsx",
sheet = "Monthly")
usunemployment <- read_excel("~/Desktop/OneDrive - wesleyan.edu/Wes Spring 2025/QAC320/finalproject/finalprojectdata/usunemployment.xlsx",
skip = 16)
caunemployment <- read_excel("~/Desktop/OneDrive - wesleyan.edu/Wes Spring 2025/QAC320/finalproject/finalprojectdata/caunemployment.xlsx",
skip = 10)
cpiall <- read_excel("~/Desktop/OneDrive - wesleyan.edu/Wes Spring 2025/QAC320/finalproject/finalprojectdata/cpiall.xlsx",
skip = 10)
cpishelter <- read_excel("~/Desktop/OneDrive - wesleyan.edu/Wes Spring 2025/QAC320/finalproject/finalprojectdata/cpishelter.xlsx",
skip = 10)
newconsales <- read_excel("~/Desktop/OneDrive - wesleyan.edu/Wes Spring 2025/QAC320/finalproject/finalprojectdata/newconstructionsales2018.xlsx",
skip = 1)
newconprices <- read_excel("~/Desktop/OneDrive - wesleyan.edu/Wes Spring 2025/QAC320/finalproject/finalprojectdata/newconstructionprices2018.xlsx",
skip = 1)
daystopending <- read_excel("~/Desktop/OneDrive - wesleyan.edu/Wes Spring 2025/QAC320/finalproject/finalprojectdata/daystopending2018.xlsx",
skip = 1)
salescount <- read_excel("~/Desktop/OneDrive - wesleyan.edu/Wes Spring 2025/QAC320/finalproject/finalprojectdata/salescount2008.xlsx",
skip = 1)
newlistings <- read_excel("~/Desktop/OneDrive - wesleyan.edu/Wes Spring 2025/QAC320/finalproject/finalprojectdata/newlistings2018.xlsx",
skip = 1)
housinginv <- read_excel("~/Desktop/OneDrive - wesleyan.edu/Wes Spring 2025/QAC320/finalproject/finalprojectdata/housinginventory2018.xlsx",
skip = 1)
# DATA CLEANING & TS CREATION
# zillow data
zillow <- dplyr::select(zillow, 3, 6, 58:309)
zillow <- zillow %>%
filter(State == "CA")
zillow <- na.omit(zillow)
zillow <- dplyr::select(zillow, -c(2))
zillow <- zillow %>%
pivot_longer(cols = -RegionName, names_to = "date", values_to = "homevalue")
zillow <- zillow %>%
pivot_wider(names_from = RegionName, values_from = homevalue) %>%
dplyr::select(date, everything())
zillow <- zillow %>%
mutate(date = as.Date(date))
names(zillow) <- c("date", "LosAngeles", "SanDiego", "Orange", "Riverside", "SanBernadino", "SantaClara", "Alameda", "Sacramento", "Fresno", "Kern", "SanFrancisco", "Ventura", "SanJoaquin", "SanMateo", "Stanislaus", "Sonoma", "Tulare", "Solano", "SantaBarbara", "Monterey", "Placer", "SanLuisObispo", "SantaCruz", "Marin", "Butte", "Yolo", "ElDorado", "Shasta", "Madera", "Kings", "Napa", "Humboldt", "Sutter", "Mendocino", "SanBenito")
zillowts <- ts(zillow[, -1], start=c(2004,1), frequency=12)
# acf/pacf, stationarity, differencing, etc
adf_pvals <- sapply(as.data.frame(zillowts),
function(x) adf.test(x, alternative="stationary")$p.value)
kpss_pvals <- sapply(as.data.frame(zillowts),
function(x) kpss.test(x, null="Level")$p.value)
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
## Warning in kpss.test(x, null = "Level"): p-value smaller than printed p-value
stationarity_summary <- data.frame(
county = names(adf_pvals),
adf_p = unname(adf_pvals),
kpss_p = unname(kpss_pvals),
needs_diff = (adf_pvals > 0.05) | (kpss_pvals < 0.05)
)
diff_ts <- zillowts
to_diff <- stationarity_summary$county[stationarity_summary$needs_diff]
for(cname in to_diff) {
dx <- diff(zillowts[, cname], differences = 1)
diff_ts[, cname] <- ts(
c(NA, dx),
start = start(zillowts),
frequency = frequency(zillowts)
)
}
# check stationarity
adf_p <- sapply(as.data.frame(diff_ts), function(x) {
adf.test(na.omit(x), alternative = "stationary")$p.value
})
## Warning in adf.test(na.omit(x), alternative = "stationary"): p-value smaller
## than printed p-value
kpss_p <- sapply(as.data.frame(diff_ts), function(x) {
kpss.test(na.omit(x), null = "Level")$p.value
})
## Warning in kpss.test(na.omit(x), null = "Level"): p-value smaller than printed
## p-value
## Warning in kpss.test(na.omit(x), null = "Level"): p-value smaller than printed
## p-value
## Warning in kpss.test(na.omit(x), null = "Level"): p-value greater than printed
## p-value
## Warning in kpss.test(na.omit(x), null = "Level"): p-value greater than printed
## p-value
## Warning in kpss.test(na.omit(x), null = "Level"): p-value smaller than printed
## p-value
## Warning in kpss.test(na.omit(x), null = "Level"): p-value greater than printed
## p-value
## Warning in kpss.test(na.omit(x), null = "Level"): p-value greater than printed
## p-value
## Warning in kpss.test(na.omit(x), null = "Level"): p-value greater than printed
## p-value
diff_ts <- na.omit(diff_ts)
# days to pending data
daystopending <- daystopending %>%
dplyr::filter(StateName == "CA")
daystopending <- dplyr::select(daystopending, -c(1,2,4,5))
daystopending <- daystopending %>%
pivot_longer(cols = -RegionName, names_to = "date", values_to = "days")
daystopending <- daystopending %>%
pivot_wider(names_from = RegionName, values_from = days) %>%
dplyr::select(date, everything())
daystopending <- daystopending %>%
mutate(date = as.Date(date))
daystopendingts <- ts(daystopending, start=c(2018,3), frequency=12)
# housing inventory data
housinginv <- housinginv %>%
dplyr::filter(StateName == "CA")
housinginv <- dplyr::select(housinginv, -c(1,2,4,5))
housinginv <- housinginv %>%
pivot_longer(cols = -RegionName, names_to = "date", values_to = "value")
housinginv <- housinginv %>%
pivot_wider(names_from = RegionName, values_from = value) %>%
dplyr::select(date, everything())
housinginv <- housinginv %>%
mutate(date = as.Date(date))
housinginvts <- ts(housinginv, start=c(2018,3), frequency=12)
# new construction prices data
newconprices <- newconprices %>%
dplyr::filter(StateName == "CA")
newconprices <- dplyr::select(newconprices, -c(1,2,4,5))
newconprices <- newconprices %>%
pivot_longer(cols = -RegionName, names_to = "date", values_to = "value")
newconprices <- newconprices %>%
pivot_wider(names_from = RegionName, values_from = value) %>%
dplyr::select(date, everything())
newconprices <- newconprices %>%
mutate(date = as.Date(date))
newconpricests <- ts(newconprices, start=c(2018,1), frequency=12)
# new construction sales data
newconsales <- newconsales %>%
dplyr::filter(StateName == "CA")
newconsales <- dplyr::select(newconsales, -c(1,2,4,5))
newconsales <- newconsales %>%
pivot_longer(cols = -RegionName, names_to = "date", values_to = "value")
newconsales <- newconsales %>%
pivot_wider(names_from = RegionName, values_from = value) %>%
dplyr::select(date, everything())
newconsales <- newconsales %>%
mutate(date = as.Date(date))
newconsalests <- ts(newconsales, start=c(2018,1), frequency=12)
# new listings data
newlistings <- newlistings %>%
dplyr::filter(StateName == "CA")
newlistings <- dplyr::select(newlistings, -c(1,2,4,5))
newlistings <- newlistings %>%
pivot_longer(cols = -RegionName, names_to = "date", values_to = "value")
newlistings <- newlistings %>%
pivot_wider(names_from = RegionName, values_from = value) %>%
dplyr::select(date, everything())
newlistings <- newlistings %>%
mutate(date = as.Date(date))
newlistingsts <- ts(newlistings, start=c(2018,3), frequency=12)
# sales count data
salescount <- salescount %>%
dplyr::filter(StateName == "CA")
salescount <- dplyr::select(salescount, -c(1,2,4,5))
salescount <- salescount %>%
pivot_longer(cols = -RegionName, names_to = "date", values_to = "value")
salescount <- salescount %>%
pivot_wider(names_from = RegionName, values_from = value) %>%
dplyr::select(date, everything())
salescount <- salescount %>%
mutate(date = as.Date(date))
salescountts <- ts(salescount, start=c(2008,2), frequency=12)
# GDP data
bbkgdp <- bbkgdp %>%
mutate(observation_date = as.Date(observation_date))
names(bbkgdp) <- c("date", "gdp")
bbkgdpts <- ts(bbkgdp, start=c(2004,1), frequency=12)
# california unemployment data
names(caunemployment) <- c("Year", "Period", "Label", "caunemprate")
caunemployment <- caunemployment %>%
mutate(date = as.Date(as.yearmon(Label, format = "%Y %b"))) %>%
dplyr::select(date, caunemprate)
caunempts <- ts(caunemployment, start=c(2004,1), frequency=12)
# us unemployment data
names(usunemployment) <- c("Year", "Period", "Label", "usunemprate")
usunemployment <- usunemployment %>%
mutate(date = as.Date(as.yearmon(Label, format = "%Y %b"))) %>%
dplyr::select(date, usunemprate)
usunempts <- ts(usunemployment, start=c(2004,1), frequency=12)
# cci data
colnames(cci)[1] <- "date"
colnames(cci)[2] <- "cci"
cci <- cci %>%
mutate(date = as.Date(date))
ccits <- ts(cci, start=c(2004,1), frequency=12)
# cpi all data
names(cpiall) <- c("Year", "Period", "Label", "cpiall")
cpiall <- cpiall %>%
mutate(date = as.Date(as.yearmon(Label, format = "%Y %b"))) %>%
dplyr::select(date, cpiall)
cpiallts <- ts(cpiall, start=c(2004,1), frequency=12)
# cpi shelter data
names(cpishelter) <- c("Year", "Period", "Label", "cpishelter")
cpishelter <- cpishelter %>%
mutate(date = as.Date(as.yearmon(Label, format = "%Y %b"))) %>%
dplyr::select(date, cpishelter)
cpishelterts <- ts(cpishelter, start=c(2004,1), frequency=12)
# mortgage rate data
names(mortgagerate) <- c("date", "mrate")
mortgagerate <- mortgagerate %>%
mutate(date = as.Date(date))
mortgagerate <- mortgagerate %>%
mutate(month = floor_date(date, "month")) %>%
group_by(month) %>%
summarise(mrate = mean(mrate, na.rm = TRUE)) %>%
ungroup() %>%
arrange(month)
names(mortgagerate) <- c("date", "mrate")
mortgagets <- ts(mortgagerate, start=c(2004,1), frequency=12)
# population data
names(population) <- c("date", "population")
population <- population %>%
mutate(date = as.Date(date))
populationts <- ts(population, start=c(2004,1), frequency=12)
# santa clara county only
santaclara <- dplyr::select(zillow, c(1,7))
santaclaramacro <- santaclara %>%
mutate(
bbkgdp = bbkgdp$gdp,
caunemp = caunemployment$caunemprate,
cci = cci$cci,
cpiall = cpiall$cpiall,
cpishelter = cpishelter$cpishelter,
mrates = mortgagerate$mrate,
population = population$population
)
santaclaramacro$hcrisis <- ifelse(santaclaramacro$date >= as.Date("2007-12-01") & santaclaramacro$date <= as.Date("2009-06-30"), 1, 0)
santaclaramacro$covid <- ifelse(santaclaramacro$date >= as.Date("2020-02-01") & santaclaramacro$date <= as.Date("2020-04-30"), 1, 0)
santaclaramacrots <- ts(santaclaramacro, start=c(2004,1), frequency=12)
# MODELS
zts <- ts(zillow, start=c(2004,1), frequency=12)
santaclarats <- zts[, "SantaClara"]
santaclaratsdiff <- diff(santaclarats)
santaclaratsdiff2 <- diff(santaclarats, differences = 2)
plot(santaclarats)
# decomposition
santaclaradecomp <- decompose(santaclarats)
plot(santaclaradecomp)
# naive models
mean_santaclara <- meanf(santaclarats, h=12)
plot(mean_santaclara)
drift_santaclara <- rwf(santaclarats, h=12, drift=TRUE)
plot(drift_santaclara)
naive_santaclara <- naive(santaclarats, h=12)
plot(naive_santaclara)
autoplot(santaclarats) +
autolayer(mean_santaclara, series="Mean Model", color="blue", PI=FALSE) + # No prediction interval
autolayer(drift_santaclara, series="Drift Model", color="green", PI=FALSE) +
autolayer(naive_santaclara, series="Naïve Model", color="red", PI=FALSE) +
ggtitle("Comparison of Forecast Models") +
xlab("Year") +
ylab("Home Value") +
theme_minimal() +
guides(colour=guide_legend(title="Forecast Models"))
# ARIMA(5,1,0) first difference
arima_santaclara <- auto.arima(santaclaratsdiff, seasonal = TRUE, approximation = FALSE, stepwise = FALSE)
AIC(arima_santaclara) # 4766.453
## [1] 4766.453
# ARIMA(5,0,0) second difference
arima_santaclara2 <- auto.arima(santaclaratsdiff2, seasonal = TRUE, approximation = FALSE, stepwise = FALSE)
AIC(arima_santaclara2) # 4766.453
## [1] 4766.453
# manual ARIMA(5,2,0)
arima_santaclara_manual <- arima(santaclaratsdiff2,order=c(5,2,0))
AIC(arima_santaclara_manual)
## [1] 4871.108
# plots
plot(santaclaratsdiff)
lines(fitted(arima_santaclara), col = "red", lwd = 1)
plot(santaclaratsdiff2)
lines(fitted(arima_santaclara2), col = "red", lwd = 1)
# forecasting
forecast_arima_santaclara <- forecast::forecast(arima_santaclara, h = 12)
autoplot(forecast_arima_santaclara)
forecast_arima_santaclara2 <- forecast::forecast(arima_santaclara2, h = 12)
autoplot(forecast_arima_santaclara2)
# ARIMAX
# only macroeconomic indicators starting 1/1/2004
arimax_santaclara <- auto.arima(santaclaramacrots[, "SantaClara"], xreg = santaclaramacrots[, c(3,4,5,6,7,8,9)], seasonal = TRUE, approximation = FALSE, stepwise = FALSE)
AIC(arimax_santaclara) # 4912.293
## [1] 4912.293
coeftest(arimax_santaclara)
##
## z test of coefficients:
##
## Estimate Std. Error z value Pr(>|z|)
## ar1 1.8919e+00 2.8443e-02 66.5157 < 2.2e-16 ***
## ar2 -8.9519e-01 2.8517e-02 -31.3911 < 2.2e-16 ***
## ma1 4.8528e-01 4.1563e-02 11.6756 < 2.2e-16 ***
## sma1 -1.2365e-01 7.6019e-02 -1.6266 0.1038248
## intercept -5.0913e+06 1.4457e+06 -3.5216 0.0004289 ***
## bbkgdp 2.0535e+01 4.4231e+01 0.4643 0.6424484
## caunemp -1.0750e+02 3.0854e+02 -0.3484 0.7275172
## cci -8.9161e+03 3.2376e+03 -2.7539 0.0058882 **
## cpiall 2.3292e+02 3.0961e+02 0.7523 0.4518819
## cpishelter -1.7259e+02 3.5812e+02 -0.4819 0.6298456
## mrates -1.1619e+03 9.4959e+02 -1.2236 0.2211174
## population 2.1590e+01 4.5255e+00 4.7707 1.836e-06 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
# VAR
hpricets <- zts[,c(2:36)]
VARselect(hpricets, type= "none", lag.max = 12)
## $selection
## AIC(n) HQ(n) SC(n) FPE(n)
## 7 7 7 7
##
## $criteria
## 1 2 3 4 5
## AIC(n) 4.838906e+02 4.552788e+02 4.400397e+02 4.162752e+02 3.762109e+02
## HQ(n) 4.910489e+02 4.695954e+02 4.615146e+02 4.449084e+02 4.120024e+02
## SC(n) 5.016564e+02 4.908103e+02 4.933370e+02 4.873382e+02 4.650397e+02
## FPE(n) 1.523589e+210 9.776388e+197 1.170973e+192 2.211779e+183 2.505581e+169
## 6 7 8 9 10 11 12
## AIC(n) 1.294801e+02 -Inf -Inf -Inf -Inf -Inf -Inf
## HQ(n) 1.724300e+02 -Inf -Inf -Inf -Inf -Inf -Inf
## SC(n) 2.360747e+02 -Inf -Inf -Inf -Inf -Inf -Inf
## FPE(n) 6.239775e+70 0 0 0 0 0 0
var_model <- VAR(hpricets, p = 6, type = "none")
summary(var_model)
##
## VAR Estimation Results:
## =========================
## Endogenous variables: LosAngeles, SanDiego, Orange, Riverside, SanBernadino, SantaClara, Alameda, Sacramento, Fresno, Kern, SanFrancisco, Ventura, SanJoaquin, SanMateo, Stanislaus, Sonoma, Tulare, Solano, SantaBarbara, Monterey, Placer, SanLuisObispo, SantaCruz, Marin, Butte, Yolo, ElDorado, Shasta, Madera, Kings, Napa, Humboldt, Sutter, Mendocino, SanBenito
## Deterministic variables: none
## Sample size: 246
## Log Likelihood: -41502.79
## Roots of the characteristic polynomial:
## 1.061 1.049 1.049 1.027 1.027 1.016 1.016 1.015 1.015 1.014 1.014 1.013 1.013 1.008 1.005 1.005 1.003 1.003 1.003 1.003 1.002 1.002 1.001 1.001 1.001 1 0.9993 0.9993 0.9983 0.9983 0.9982 0.9982 0.998 0.998 0.9974 0.9974 0.9971 0.9971 0.9967 0.9967 0.9966 0.9966 0.9965 0.9965 0.9952 0.9952 0.9949 0.9949 0.9947 0.9947 0.9946 0.9946 0.9942 0.9942 0.9939 0.9939 0.9934 0.9934 0.9932 0.9932 0.9929 0.9929 0.9928 0.9928 0.9905 0.9905 0.9902 0.9902 0.9901 0.9901 0.9899 0.9899 0.9898 0.9898 0.9896 0.9896 0.9893 0.9893 0.9889 0.9889 0.9872 0.9872 0.987 0.987 0.9861 0.9861 0.9857 0.9857 0.9853 0.9853 0.9852 0.9852 0.9847 0.9847 0.984 0.984 0.9836 0.9836 0.9835 0.9835 0.9833 0.9833 0.9831 0.9831 0.983 0.983 0.9827 0.9827 0.9805 0.9805 0.9804 0.9804 0.9803 0.9803 0.9799 0.9799 0.9799 0.9799 0.9793 0.9793 0.9782 0.9782 0.9782 0.9782 0.9766 0.9762 0.9762 0.9757 0.9757 0.9749 0.9749 0.9741 0.9741 0.973 0.973 0.9728 0.9728 0.9723 0.9723 0.9719 0.9719 0.9717 0.9717 0.9701 0.9701 0.9691 0.9691 0.9658 0.9658 0.9645 0.9645 0.9642 0.9642 0.9627 0.9627 0.9614 0.9614 0.9565 0.9565 0.9563 0.9563 0.956 0.956 0.9537 0.9537 0.9536 0.9536 0.9456 0.9456 0.9422 0.9422 0.9418 0.9418 0.9418 0.9418 0.9417 0.9417 0.9404 0.9404 0.9398 0.9398 0.9395 0.9395 0.9275 0.9275 0.9256 0.9256 0.9251 0.9251 0.9056 0.9056 0.879 0.879 0.877 0.877 0.8761 0.8761 0.8713 0.8713 0.8492 0.8199 0.8199 0.8023 0.8023 0.7853 0.7853 0.6779 0.6779 0.5776 0.5776
## Call:
## VAR(y = hpricets, p = 6, type = "none")
##
##
## Estimation results for equation LosAngeles:
## ===========================================
## LosAngeles = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 1.275897 0.233302 5.469 3.56e-06 ***
## SanDiego.l1 0.311026 0.489449 0.635 0.529147
## Orange.l1 0.091859 0.322704 0.285 0.777540
## Riverside.l1 -1.317060 0.808223 -1.630 0.111912
## SanBernadino.l1 -1.120224 0.432569 -2.590 0.013778 *
## SantaClara.l1 0.144679 0.101029 1.432 0.160754
## Alameda.l1 0.734063 0.339839 2.160 0.037505 *
## Sacramento.l1 0.899809 0.935019 0.962 0.342297
## Fresno.l1 -0.966002 0.618112 -1.563 0.126843
## Kern.l1 0.166444 0.513401 0.324 0.747664
## SanFrancisco.l1 -0.424859 0.110402 -3.848 0.000468 ***
## Ventura.l1 -0.267201 0.309630 -0.863 0.393869
## SanJoaquin.l1 1.118232 0.405918 2.755 0.009152 **
## SanMateo.l1 -0.339800 0.157056 -2.164 0.037213 *
## Stanislaus.l1 0.208202 0.542586 0.384 0.703442
## Sonoma.l1 -0.725884 0.281521 -2.578 0.014161 *
## Tulare.l1 -0.845829 0.949913 -0.890 0.379149
## Solano.l1 -1.099466 0.459829 -2.391 0.022152 *
## SantaBarbara.l1 -0.257045 0.251225 -1.023 0.313057
## Monterey.l1 -0.374210 0.342486 -1.093 0.281815
## Placer.l1 0.462228 0.758860 0.609 0.546277
## SanLuisObispo.l1 -0.511838 0.335642 -1.525 0.136009
## SantaCruz.l1 0.356497 0.182128 1.957 0.058088 .
## Marin.l1 0.073711 0.166774 0.442 0.661148
## Butte.l1 0.413264 0.557424 0.741 0.463271
## Yolo.l1 0.704942 0.401797 1.754 0.087859 .
## ElDorado.l1 -0.654211 0.415443 -1.575 0.124067
## Shasta.l1 0.407404 0.660760 0.617 0.541399
## Madera.l1 1.653450 0.964286 1.715 0.095000 .
## Kings.l1 0.372235 0.386200 0.964 0.341556
## Napa.l1 0.367836 0.248639 1.479 0.147732
## Humboldt.l1 0.269011 0.250982 1.072 0.290929
## Sutter.l1 -2.013396 0.593963 -3.390 0.001709 **
## Mendocino.l1 0.097834 0.142944 0.684 0.498091
## SanBenito.l1 0.852636 0.379458 2.247 0.030866 *
## LosAngeles.l2 0.069567 0.229025 0.304 0.763064
## SanDiego.l2 1.339756 0.491317 2.727 0.009817 **
## Orange.l2 0.285663 0.338559 0.844 0.404374
## Riverside.l2 -0.034234 0.759426 -0.045 0.964294
## SanBernadino.l2 -0.043569 0.399630 -0.109 0.913790
## SantaClara.l2 -0.670806 0.162932 -4.117 0.000214 ***
## Alameda.l2 0.770592 0.341114 2.259 0.030033 *
## Sacramento.l2 -2.824396 0.858676 -3.289 0.002252 **
## Fresno.l2 1.805566 1.120961 1.611 0.115973
## Kern.l2 1.654271 0.771164 2.145 0.038760 *
## SanFrancisco.l2 -0.060143 0.177775 -0.338 0.737094
## Ventura.l2 -1.670545 0.511567 -3.266 0.002401 **
## SanJoaquin.l2 0.406971 0.587804 0.692 0.493155
## SanMateo.l2 -0.375874 0.201126 -1.869 0.069798 .
## Stanislaus.l2 1.115812 0.593637 1.880 0.068273 .
## Sonoma.l2 0.394430 0.324648 1.215 0.232295
## Tulare.l2 -1.859059 1.157808 -1.606 0.117084
## Solano.l2 0.819914 0.509888 1.608 0.116565
## SantaBarbara.l2 -0.043189 0.294806 -0.147 0.884343
## Monterey.l2 -0.300050 0.338650 -0.886 0.381488
## Placer.l2 1.498736 0.774390 1.935 0.060829 .
## SanLuisObispo.l2 -0.433341 0.355639 -1.218 0.230965
## SantaCruz.l2 0.022600 0.232224 0.097 0.923012
## Marin.l2 -0.023915 0.214590 -0.111 0.911884
## Butte.l2 0.752944 0.619374 1.216 0.232029
## Yolo.l2 0.669204 0.486482 1.376 0.177446
## ElDorado.l2 -0.113756 0.401946 -0.283 0.778789
## Shasta.l2 -1.020177 0.778522 -1.310 0.198359
## Madera.l2 0.394838 0.979574 0.403 0.689280
## Kings.l2 -1.009471 0.652662 -1.547 0.130683
## Napa.l2 0.246375 0.272717 0.903 0.372313
## Humboldt.l2 -0.488294 0.345479 -1.413 0.166133
## Sutter.l2 0.306526 0.953410 0.322 0.749687
## Mendocino.l2 0.365973 0.184326 1.985 0.054750 .
## SanBenito.l2 -0.443616 0.374838 -1.183 0.244372
## LosAngeles.l3 -0.237114 0.294396 -0.805 0.425862
## SanDiego.l3 0.175396 0.464964 0.377 0.708221
## Orange.l3 0.907943 0.297471 3.052 0.004252 **
## Riverside.l3 -0.092422 0.539655 -0.171 0.864978
## SanBernadino.l3 -0.406803 0.437504 -0.930 0.358654
## SantaClara.l3 0.315927 0.141898 2.226 0.032332 *
## Alameda.l3 0.144997 0.339888 0.427 0.672208
## Sacramento.l3 0.328805 0.717637 0.458 0.649579
## Fresno.l3 0.228824 0.974516 0.235 0.815688
## Kern.l3 -0.801257 0.766221 -1.046 0.302659
## SanFrancisco.l3 0.488208 0.173792 2.809 0.007978 **
## Ventura.l3 -0.291731 0.484082 -0.603 0.550521
## SanJoaquin.l3 -1.123416 0.625805 -1.795 0.081029 .
## SanMateo.l3 -0.114472 0.151068 -0.758 0.453533
## Stanislaus.l3 -0.432038 0.707047 -0.611 0.545009
## Sonoma.l3 0.191713 0.341496 0.561 0.578009
## Tulare.l3 0.266694 0.929900 0.287 0.775910
## Solano.l3 -0.121710 0.718251 -0.169 0.866388
## SantaBarbara.l3 -0.092270 0.289617 -0.319 0.751876
## Monterey.l3 0.037405 0.389946 0.096 0.924112
## Placer.l3 -0.732848 0.439807 -1.666 0.104334
## SanLuisObispo.l3 0.334011 0.450699 0.741 0.463443
## SantaCruz.l3 -0.515876 0.190927 -2.702 0.010447 *
## Marin.l3 0.117727 0.235366 0.500 0.619986
## Butte.l3 -1.325080 0.513732 -2.579 0.014131 *
## Yolo.l3 -1.210007 0.493933 -2.450 0.019291 *
## ElDorado.l3 -0.064719 0.398662 -0.162 0.871946
## Shasta.l3 2.461259 0.649663 3.789 0.000556 ***
## Madera.l3 -0.058609 0.894100 -0.066 0.948098
## Kings.l3 0.191981 0.652948 0.294 0.770430
## Napa.l3 -0.490536 0.302690 -1.621 0.113833
## Humboldt.l3 0.673811 0.338752 1.989 0.054331 .
## Sutter.l3 -0.234128 1.094847 -0.214 0.831874
## Mendocino.l3 -0.369951 0.166333 -2.224 0.032498 *
## SanBenito.l3 -0.784097 0.451216 -1.738 0.090805 .
## LosAngeles.l4 0.004288 0.261869 0.016 0.987026
## SanDiego.l4 -1.280217 0.498457 -2.568 0.014512 *
## Orange.l4 -0.107879 0.258685 -0.417 0.679133
## Riverside.l4 -0.091913 0.784166 -0.117 0.907344
## SanBernadino.l4 -0.926706 0.481769 -1.924 0.062347 .
## SantaClara.l4 0.025795 0.155320 0.166 0.869024
## Alameda.l4 -0.153820 0.278611 -0.552 0.584294
## Sacramento.l4 -0.249506 0.589799 -0.423 0.674786
## Fresno.l4 -1.824949 0.693549 -2.631 0.012443 *
## Kern.l4 -0.209844 0.654419 -0.321 0.750324
## SanFrancisco.l4 -0.184270 0.153596 -1.200 0.238089
## Ventura.l4 -0.073053 0.484779 -0.151 0.881059
## SanJoaquin.l4 1.020181 0.640226 1.593 0.119799
## SanMateo.l4 0.150583 0.138583 1.087 0.284439
## Stanislaus.l4 1.611931 0.555779 2.900 0.006319 **
## Sonoma.l4 0.265574 0.289581 0.917 0.365195
## Tulare.l4 1.364754 0.944891 1.444 0.157288
## Solano.l4 1.635129 0.556892 2.936 0.005759 **
## SantaBarbara.l4 0.797161 0.384904 2.071 0.045580 *
## Monterey.l4 -0.320093 0.312645 -1.024 0.312751
## Placer.l4 0.774311 0.534231 1.449 0.155883
## SanLuisObispo.l4 -0.114432 0.456333 -0.251 0.803423
## SantaCruz.l4 0.481680 0.170655 2.823 0.007711 **
## Marin.l4 -0.536497 0.174723 -3.071 0.004051 **
## Butte.l4 0.104263 0.520172 0.200 0.842265
## Yolo.l4 -0.073248 0.708295 -0.103 0.918208
## ElDorado.l4 0.130640 0.367904 0.355 0.724593
## Shasta.l4 0.377054 0.710036 0.531 0.598656
## Madera.l4 -1.882832 0.989358 -1.903 0.065050 .
## Kings.l4 -0.352715 0.708944 -0.498 0.621846
## Napa.l4 -0.070811 0.283289 -0.250 0.804040
## Humboldt.l4 0.303019 0.276761 1.095 0.280843
## Sutter.l4 1.219829 1.138078 1.072 0.290928
## Mendocino.l4 0.140286 0.211704 0.663 0.511773
## SanBenito.l4 -0.017995 0.477741 -0.038 0.970161
## LosAngeles.l5 0.012198 0.237137 0.051 0.959262
## SanDiego.l5 0.819438 0.443073 1.849 0.072618 .
## Orange.l5 -0.199473 0.264815 -0.753 0.456197
## Riverside.l5 2.186981 0.587216 3.724 0.000668 ***
## SanBernadino.l5 0.048537 0.461088 0.105 0.916749
## SantaClara.l5 -0.155349 0.155498 -0.999 0.324443
## Alameda.l5 0.209714 0.236549 0.887 0.381202
## Sacramento.l5 -0.291154 0.687203 -0.424 0.674320
## Fresno.l5 -1.693773 0.904705 -1.872 0.069322 .
## Kern.l5 1.982631 0.793247 2.499 0.017139 *
## SanFrancisco.l5 -0.099622 0.138426 -0.720 0.476370
## Ventura.l5 -0.135427 0.363558 -0.373 0.711702
## SanJoaquin.l5 -1.516176 0.628019 -2.414 0.020979 *
## SanMateo.l5 0.075401 0.179731 0.420 0.677327
## Stanislaus.l5 0.184470 0.555914 0.332 0.741941
## Sonoma.l5 0.738300 0.325515 2.268 0.029421 *
## Tulare.l5 -1.304847 1.238222 -1.054 0.298993
## Solano.l5 -0.743550 0.527195 -1.410 0.167007
## SantaBarbara.l5 -0.116222 0.347276 -0.335 0.739818
## Monterey.l5 -0.354538 0.264025 -1.343 0.187737
## Placer.l5 0.086637 0.465995 0.186 0.853553
## SanLuisObispo.l5 0.531389 0.411969 1.290 0.205319
## SantaCruz.l5 -0.158048 0.144081 -1.097 0.279950
## Marin.l5 0.110507 0.137598 0.803 0.427181
## Butte.l5 -0.077539 0.802346 -0.097 0.923548
## Yolo.l5 -0.971932 0.693565 -1.401 0.169670
## ElDorado.l5 0.284447 0.469323 0.606 0.548264
## Shasta.l5 -0.476397 0.707596 -0.673 0.505081
## Madera.l5 1.003714 0.962006 1.043 0.303740
## Kings.l5 0.682253 0.658145 1.037 0.306822
## Napa.l5 -0.390352 0.274207 -1.424 0.163182
## Humboldt.l5 -0.020837 0.279445 -0.075 0.940973
## Sutter.l5 -0.318265 0.802802 -0.396 0.694118
## Mendocino.l5 0.274673 0.241590 1.137 0.263076
## SanBenito.l5 -0.136830 0.492028 -0.278 0.782532
## LosAngeles.l6 -0.361921 0.244291 -1.482 0.147170
## SanDiego.l6 0.306049 0.359146 0.852 0.399761
## Orange.l6 1.048883 0.246564 4.254 0.000143 ***
## Riverside.l6 -1.848069 0.745043 -2.480 0.017931 *
## SanBernadino.l6 0.018587 0.505860 0.037 0.970893
## SantaClara.l6 0.043228 0.103279 0.419 0.678029
## Alameda.l6 -0.325967 0.208890 -1.560 0.127398
## Sacramento.l6 0.454191 0.642746 0.707 0.484338
## Fresno.l6 2.199155 0.682897 3.220 0.002714 **
## Kern.l6 0.167065 0.670625 0.249 0.804686
## SanFrancisco.l6 0.296651 0.151072 1.964 0.057331 .
## Ventura.l6 -1.643157 0.565204 -2.907 0.006208 **
## SanJoaquin.l6 -0.288426 0.518754 -0.556 0.581652
## SanMateo.l6 -0.176361 0.154231 -1.143 0.260384
## Stanislaus.l6 0.293639 0.743239 0.395 0.695115
## Sonoma.l6 0.652805 0.344444 1.895 0.066112 .
## Tulare.l6 3.273726 1.020907 3.207 0.002816 **
## Solano.l6 0.296865 0.380958 0.779 0.440920
## SantaBarbara.l6 -0.378345 0.399496 -0.947 0.349925
## Monterey.l6 -0.039149 0.232879 -0.168 0.867439
## Placer.l6 -0.271168 0.571591 -0.474 0.638074
## SanLuisObispo.l6 -1.017998 0.343129 -2.967 0.005319 **
## SantaCruz.l6 0.301129 0.134122 2.245 0.030991 *
## Marin.l6 -0.112190 0.136477 -0.822 0.416463
## Butte.l6 -1.361870 0.571867 -2.381 0.022654 *
## Yolo.l6 0.742177 0.550371 1.349 0.185919
## ElDorado.l6 -0.555868 0.388485 -1.431 0.161093
## Shasta.l6 1.546334 0.661469 2.338 0.025077 *
## Madera.l6 -1.431723 0.885181 -1.617 0.114515
## Kings.l6 -1.958138 0.549549 -3.563 0.001055 **
## Napa.l6 0.520335 0.330676 1.574 0.124340
## Humboldt.l6 0.055110 0.307431 0.179 0.858740
## Sutter.l6 1.565663 0.778144 2.012 0.051744 .
## Mendocino.l6 0.466517 0.176912 2.637 0.012270 *
## SanBenito.l6 0.018419 0.257488 0.072 0.943371
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 398.1 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 2.348e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation SanDiego:
## =========================================
## SanDiego = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.348708 0.131904 2.644 0.012071 *
## SanDiego.l1 0.996401 0.276724 3.601 0.000949 ***
## Orange.l1 -0.054009 0.182450 -0.296 0.768916
## Riverside.l1 -0.291537 0.456952 -0.638 0.527509
## SanBernadino.l1 -0.489133 0.244565 -2.000 0.053087 .
## SantaClara.l1 0.006923 0.057119 0.121 0.904209
## Alameda.l1 0.126714 0.192138 0.659 0.513774
## Sacramento.l1 0.064099 0.528640 0.121 0.904165
## Fresno.l1 0.019728 0.349468 0.056 0.955295
## Kern.l1 0.139795 0.290266 0.482 0.632999
## SanFrancisco.l1 -0.229549 0.062419 -3.678 0.000764 ***
## Ventura.l1 0.436639 0.175058 2.494 0.017351 *
## SanJoaquin.l1 0.782709 0.229497 3.411 0.001614 **
## SanMateo.l1 -0.110945 0.088796 -1.249 0.219569
## Stanislaus.l1 0.100623 0.306766 0.328 0.744804
## Sonoma.l1 -0.293258 0.159166 -1.842 0.073655 .
## Tulare.l1 0.599274 0.537061 1.116 0.271884
## Solano.l1 -0.168784 0.259977 -0.649 0.520313
## SantaBarbara.l1 0.020840 0.142037 0.147 0.884170
## Monterey.l1 -0.417622 0.193634 -2.157 0.037778 *
## Placer.l1 -0.249935 0.429043 -0.583 0.563834
## SanLuisObispo.l1 -0.317771 0.189765 -1.675 0.102689
## SantaCruz.l1 0.279152 0.102971 2.711 0.010215 *
## Marin.l1 -0.005527 0.094291 -0.059 0.953583
## Butte.l1 0.389436 0.315156 1.236 0.224575
## Yolo.l1 0.280701 0.227168 1.236 0.224590
## ElDorado.l1 -0.392488 0.234883 -1.671 0.103395
## Shasta.l1 -0.378819 0.373580 -1.014 0.317339
## Madera.l1 0.806565 0.545187 1.479 0.147724
## Kings.l1 0.027331 0.218349 0.125 0.901084
## Napa.l1 0.167548 0.140575 1.192 0.241109
## Humboldt.l1 -0.305486 0.141900 -2.153 0.038108 *
## Sutter.l1 -1.995661 0.335814 -5.943 8.29e-07 ***
## Mendocino.l1 0.095464 0.080817 1.181 0.245258
## SanBenito.l1 0.867853 0.214537 4.045 0.000264 ***
## LosAngeles.l2 -0.120550 0.129486 -0.931 0.358062
## SanDiego.l2 0.576000 0.277780 2.074 0.045332 *
## Orange.l2 -0.050857 0.191414 -0.266 0.791991
## Riverside.l2 0.076269 0.429363 0.178 0.860008
## SanBernadino.l2 0.247320 0.225942 1.095 0.280955
## SantaClara.l2 -0.256574 0.092118 -2.785 0.008476 **
## Alameda.l2 0.444715 0.192859 2.306 0.026985 *
## Sacramento.l2 -1.547895 0.485477 -3.188 0.002958 **
## Fresno.l2 0.850227 0.633767 1.342 0.188146
## Kern.l2 0.501431 0.435999 1.150 0.257696
## SanFrancisco.l2 0.068778 0.100510 0.684 0.498172
## Ventura.l2 -1.165771 0.289229 -4.031 0.000276 ***
## SanJoaquin.l2 -1.049735 0.332332 -3.159 0.003204 **
## SanMateo.l2 0.132867 0.113713 1.168 0.250308
## Stanislaus.l2 0.996808 0.335630 2.970 0.005275 **
## Sonoma.l2 0.229617 0.183549 1.251 0.219010
## Tulare.l2 -1.456953 0.654600 -2.226 0.032385 *
## Solano.l2 0.207871 0.288280 0.721 0.475521
## SantaBarbara.l2 -0.111492 0.166677 -0.669 0.507820
## Monterey.l2 -0.155456 0.191466 -0.812 0.422171
## Placer.l2 1.431786 0.437824 3.270 0.002371 **
## SanLuisObispo.l2 0.101509 0.201071 0.505 0.616745
## SantaCruz.l2 -0.135865 0.131295 -1.035 0.307658
## Marin.l2 -0.210541 0.121325 -1.735 0.091233 .
## Butte.l2 0.207175 0.350181 0.592 0.557801
## Yolo.l2 0.215939 0.275047 0.785 0.437531
## ElDorado.l2 0.040246 0.227252 0.177 0.860422
## Shasta.l2 -0.496446 0.440160 -1.128 0.266833
## Madera.l2 0.387376 0.553830 0.699 0.488767
## Kings.l2 0.289820 0.369001 0.785 0.437347
## Napa.l2 -0.109096 0.154188 -0.708 0.483781
## Humboldt.l2 -0.034354 0.195327 -0.176 0.861373
## Sutter.l2 0.845173 0.539038 1.568 0.125647
## Mendocino.l2 -0.092762 0.104214 -0.890 0.379316
## SanBenito.l2 -0.106314 0.211925 -0.502 0.618961
## LosAngeles.l3 0.056453 0.166445 0.339 0.736454
## SanDiego.l3 -0.684740 0.262881 -2.605 0.013280 *
## Orange.l3 0.173651 0.168184 1.033 0.308721
## Riverside.l3 -0.602380 0.305110 -1.974 0.056057 .
## SanBernadino.l3 -0.094585 0.247355 -0.382 0.704425
## SantaClara.l3 0.235132 0.080226 2.931 0.005839 **
## Alameda.l3 0.161006 0.192165 0.838 0.407643
## Sacramento.l3 -0.051068 0.405737 -0.126 0.900539
## Fresno.l3 -0.113171 0.550971 -0.205 0.838415
## Kern.l3 -0.690031 0.433205 -1.593 0.119937
## SanFrancisco.l3 -0.078324 0.098259 -0.797 0.430608
## Ventura.l3 -0.231771 0.273690 -0.847 0.402679
## SanJoaquin.l3 0.702042 0.353817 1.984 0.054898 .
## SanMateo.l3 -0.115580 0.085411 -1.353 0.184422
## Stanislaus.l3 -0.535550 0.399749 -1.340 0.188735
## Sonoma.l3 0.162789 0.193074 0.843 0.404718
## Tulare.l3 0.162399 0.525746 0.309 0.759183
## Solano.l3 -0.578788 0.406084 -1.425 0.162686
## SantaBarbara.l3 -0.067344 0.163743 -0.411 0.683305
## Monterey.l3 0.101119 0.220467 0.459 0.649236
## Placer.l3 -0.499013 0.248658 -2.007 0.052323 .
## SanLuisObispo.l3 0.354857 0.254816 1.393 0.172282
## SantaCruz.l3 -0.059165 0.107946 -0.548 0.587007
## Marin.l3 0.203975 0.133071 1.533 0.134059
## Butte.l3 -0.650748 0.290453 -2.240 0.031325 *
## Yolo.l3 -0.324373 0.279259 -1.162 0.253062
## ElDorado.l3 -0.119902 0.225395 -0.532 0.598019
## Shasta.l3 0.770691 0.367306 2.098 0.042966 *
## Madera.l3 0.331604 0.505505 0.656 0.516004
## Kings.l3 0.188765 0.369163 0.511 0.612241
## Napa.l3 0.234364 0.171134 1.369 0.179335
## Humboldt.l3 0.290633 0.191523 1.517 0.137879
## Sutter.l3 -0.804744 0.619003 -1.300 0.201841
## Mendocino.l3 -0.157945 0.094041 -1.680 0.101708
## SanBenito.l3 -0.014604 0.255108 -0.057 0.954666
## LosAngeles.l4 0.182795 0.148055 1.235 0.224963
## SanDiego.l4 -0.137348 0.281817 -0.487 0.628954
## Orange.l4 -0.256198 0.146255 -1.752 0.088338 .
## Riverside.l4 -0.134361 0.443351 -0.303 0.763590
## SanBernadino.l4 0.006736 0.272382 0.025 0.980407
## SantaClara.l4 -0.245945 0.087815 -2.801 0.008151 **
## Alameda.l4 0.204323 0.157521 1.297 0.202841
## Sacramento.l4 0.168577 0.333460 0.506 0.616261
## Fresno.l4 -0.770439 0.392118 -1.965 0.057190 .
## Kern.l4 0.153248 0.369994 0.414 0.681193
## SanFrancisco.l4 -0.035795 0.086840 -0.412 0.682640
## Ventura.l4 0.683715 0.274084 2.495 0.017339 *
## SanJoaquin.l4 -0.506584 0.361970 -1.400 0.170216
## SanMateo.l4 -0.013078 0.078352 -0.167 0.868370
## Stanislaus.l4 1.173140 0.314225 3.733 0.000651 ***
## Sonoma.l4 -0.189607 0.163723 -1.158 0.254452
## Tulare.l4 -1.009027 0.534221 -1.889 0.066999 .
## Solano.l4 1.151045 0.314855 3.656 0.000812 ***
## SantaBarbara.l4 0.453989 0.217617 2.086 0.044108 *
## Monterey.l4 -0.077847 0.176763 -0.440 0.662276
## Placer.l4 0.607259 0.302043 2.011 0.051915 .
## SanLuisObispo.l4 -0.345478 0.258001 -1.339 0.188946
## SantaCruz.l4 0.146046 0.096485 1.514 0.138842
## Marin.l4 -0.327876 0.098784 -3.319 0.002075 **
## Butte.l4 0.760862 0.294094 2.587 0.013864 *
## Yolo.l4 -0.022602 0.400455 -0.056 0.955303
## ElDorado.l4 -0.201377 0.208005 -0.968 0.339436
## Shasta.l4 0.647096 0.401439 1.612 0.115709
## Madera.l4 -0.710218 0.559362 -1.270 0.212341
## Kings.l4 -0.183180 0.400822 -0.457 0.650408
## Napa.l4 0.014777 0.160165 0.092 0.927002
## Humboldt.l4 0.050017 0.156475 0.320 0.751081
## Sutter.l4 1.030830 0.643445 1.602 0.117884
## Mendocino.l4 0.334675 0.119693 2.796 0.008246 **
## SanBenito.l4 -0.513550 0.270105 -1.901 0.065291 .
## LosAngeles.l5 -0.272020 0.134072 -2.029 0.049913 *
## SanDiego.l5 0.712580 0.250504 2.845 0.007290 **
## Orange.l5 0.365681 0.149721 2.442 0.019629 *
## Riverside.l5 0.876988 0.332000 2.642 0.012134 *
## SanBernadino.l5 -0.341556 0.260689 -1.310 0.198425
## SantaClara.l5 0.169355 0.087915 1.926 0.061986 .
## Alameda.l5 -0.315706 0.133740 -2.361 0.023782 *
## Sacramento.l5 0.320326 0.388530 0.824 0.415109
## Fresno.l5 -0.775490 0.511501 -1.516 0.138225
## Kern.l5 0.676742 0.448485 1.509 0.140039
## SanFrancisco.l5 0.064810 0.078263 0.828 0.413067
## Ventura.l5 -0.465505 0.205548 -2.265 0.029649 *
## SanJoaquin.l5 0.145630 0.355068 0.410 0.684129
## SanMateo.l5 0.203237 0.101616 2.000 0.053083 .
## Stanislaus.l5 -0.598331 0.314302 -1.904 0.064970 .
## Sonoma.l5 -0.216510 0.184040 -1.176 0.247142
## Tulare.l5 -0.885355 0.700064 -1.265 0.214113
## Solano.l5 -0.328870 0.298065 -1.103 0.277196
## SantaBarbara.l5 -0.387346 0.196343 -1.973 0.056235 .
## Monterey.l5 -0.174951 0.149274 -1.172 0.248892
## Placer.l5 -0.146300 0.263464 -0.555 0.582127
## SanLuisObispo.l5 0.550610 0.232919 2.364 0.023597 *
## SantaCruz.l5 -0.181311 0.081460 -2.226 0.032381 *
## Marin.l5 -0.141910 0.077795 -1.824 0.076438 .
## Butte.l5 0.384560 0.453629 0.848 0.402183
## Yolo.l5 -0.685866 0.392127 -1.749 0.088797 .
## ElDorado.l5 -0.004613 0.265345 -0.017 0.986226
## Shasta.l5 0.326930 0.400060 0.817 0.419189
## Madera.l5 0.716754 0.543898 1.318 0.195892
## Kings.l5 0.122567 0.372101 0.329 0.743768
## Napa.l5 0.049728 0.155031 0.321 0.750246
## Humboldt.l5 -0.047728 0.157992 -0.302 0.764322
## Sutter.l5 -0.802008 0.453887 -1.767 0.085710 .
## Mendocino.l5 -0.193943 0.136590 -1.420 0.164241
## SanBenito.l5 0.405246 0.278182 1.457 0.153849
## LosAngeles.l6 0.238489 0.138117 1.727 0.092792 .
## SanDiego.l6 0.219838 0.203054 1.083 0.286159
## Orange.l6 0.291222 0.139402 2.089 0.043831 *
## Riverside.l6 -0.862982 0.421231 -2.049 0.047834 *
## SanBernadino.l6 -0.204869 0.286003 -0.716 0.478415
## SantaClara.l6 -0.151233 0.058392 -2.590 0.013769 *
## Alameda.l6 0.201886 0.118102 1.709 0.095982 .
## Sacramento.l6 -0.487713 0.363395 -1.342 0.187967
## Fresno.l6 0.885031 0.386095 2.292 0.027843 *
## Kern.l6 -0.263740 0.379157 -0.696 0.491148
## SanFrancisco.l6 0.031270 0.085413 0.366 0.716426
## Ventura.l6 -0.890127 0.319554 -2.786 0.008470 **
## SanJoaquin.l6 -0.645054 0.293293 -2.199 0.034360 *
## SanMateo.l6 -0.168092 0.087199 -1.928 0.061812 .
## Stanislaus.l6 0.207675 0.420211 0.494 0.624157
## Sonoma.l6 0.652418 0.194741 3.350 0.001906 **
## Tulare.l6 1.474845 0.577199 2.555 0.014984 *
## Solano.l6 1.042926 0.215386 4.842 2.43e-05 ***
## SantaBarbara.l6 0.083681 0.225867 0.370 0.713188
## Monterey.l6 -0.094396 0.131665 -0.717 0.478036
## Placer.l6 0.780096 0.323165 2.414 0.020994 *
## SanLuisObispo.l6 -0.030082 0.193998 -0.155 0.877636
## SantaCruz.l6 0.115148 0.075830 1.519 0.137621
## Marin.l6 -0.064889 0.077161 -0.841 0.405922
## Butte.l6 -1.479962 0.323321 -4.577 5.42e-05 ***
## Yolo.l6 -0.789331 0.311168 -2.537 0.015669 *
## ElDorado.l6 -0.383836 0.219641 -1.748 0.089067 .
## Shasta.l6 1.186748 0.373981 3.173 0.003081 **
## Madera.l6 -0.633285 0.500463 -1.265 0.213858
## Kings.l6 0.042719 0.310703 0.137 0.891407
## Napa.l6 -0.061023 0.186957 -0.326 0.746011
## Humboldt.l6 0.129367 0.173815 0.744 0.461537
## Sutter.l6 0.733884 0.439946 1.668 0.103968
## Mendocino.l6 0.250468 0.100023 2.504 0.016946 *
## SanBenito.l6 -0.108546 0.145578 -0.746 0.460739
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 225.1 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 7.389e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Orange:
## =======================================
## Orange = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.656206 0.246596 2.661 0.011563 *
## SanDiego.l1 0.939660 0.517340 1.816 0.077654 .
## Orange.l1 0.343044 0.341092 1.006 0.321261
## Riverside.l1 -0.955195 0.854278 -1.118 0.270917
## SanBernadino.l1 -0.009607 0.457218 -0.021 0.983352
## SantaClara.l1 0.030526 0.106786 0.286 0.776624
## Alameda.l1 -0.384285 0.359204 -1.070 0.291819
## Sacramento.l1 0.690148 0.988300 0.698 0.489465
## Fresno.l1 0.442004 0.653334 0.677 0.503025
## Kern.l1 0.640497 0.542657 1.180 0.245622
## SanFrancisco.l1 -0.527694 0.116693 -4.522 6.41e-05 ***
## Ventura.l1 -0.163190 0.327274 -0.499 0.621071
## SanJoaquin.l1 0.875892 0.429048 2.041 0.048585 *
## SanMateo.l1 -0.196537 0.166005 -1.184 0.244203
## Stanislaus.l1 0.142203 0.573504 0.248 0.805579
## Sonoma.l1 -1.235730 0.297562 -4.153 0.000193 ***
## Tulare.l1 -1.429275 1.004043 -1.424 0.163195
## Solano.l1 -0.666023 0.486031 -1.370 0.179069
## SantaBarbara.l1 0.342948 0.265541 1.292 0.204758
## Monterey.l1 -0.429365 0.362002 -1.186 0.243359
## Placer.l1 -1.195512 0.802102 -1.490 0.144810
## SanLuisObispo.l1 0.241254 0.354768 0.680 0.500832
## SantaCruz.l1 0.239409 0.192506 1.244 0.221667
## Marin.l1 0.594556 0.176278 3.373 0.001791 **
## Butte.l1 0.628780 0.589188 1.067 0.292987
## Yolo.l1 -1.259480 0.424693 -2.966 0.005335 **
## ElDorado.l1 0.103201 0.439116 0.235 0.815525
## Shasta.l1 -0.312806 0.698413 -0.448 0.656922
## Madera.l1 2.982406 1.019234 2.926 0.005911 **
## Kings.l1 -0.371772 0.408207 -0.911 0.368488
## Napa.l1 -0.056226 0.262807 -0.214 0.831799
## Humboldt.l1 0.601621 0.265284 2.268 0.029439 *
## Sutter.l1 -1.234901 0.627809 -1.967 0.056927 .
## Mendocino.l1 0.042313 0.151089 0.280 0.781038
## SanBenito.l1 1.141042 0.401081 2.845 0.007284 **
## LosAngeles.l2 -0.223443 0.242076 -0.923 0.362138
## SanDiego.l2 2.301806 0.519314 4.432 8.39e-05 ***
## Orange.l2 0.715660 0.357851 2.000 0.053101 .
## Riverside.l2 -1.227740 0.802701 -1.530 0.134878
## SanBernadino.l2 -0.719638 0.422402 -1.704 0.097060 .
## SantaClara.l2 -0.311836 0.172217 -1.811 0.078537 .
## Alameda.l2 0.565155 0.360552 1.567 0.125754
## Sacramento.l2 0.920737 0.907606 1.014 0.317130
## Fresno.l2 -0.345674 1.184837 -0.292 0.772154
## Kern.l2 0.008044 0.815107 0.010 0.992181
## SanFrancisco.l2 -0.090602 0.187905 -0.482 0.632607
## Ventura.l2 -0.792763 0.540718 -1.466 0.151294
## SanJoaquin.l2 -0.286272 0.621299 -0.461 0.647739
## SanMateo.l2 -0.026564 0.212587 -0.125 0.901256
## Stanislaus.l2 1.347047 0.627465 2.147 0.038619 *
## Sonoma.l2 -0.007827 0.343148 -0.023 0.981929
## Tulare.l2 0.175834 1.223783 0.144 0.886554
## Solano.l2 -0.458070 0.538943 -0.850 0.400975
## SantaBarbara.l2 0.419860 0.311605 1.347 0.186267
## Monterey.l2 -0.984080 0.357948 -2.749 0.009282 **
## Placer.l2 1.056296 0.818517 1.290 0.205105
## SanLuisObispo.l2 -0.793210 0.375905 -2.110 0.041862 *
## SantaCruz.l2 -0.479929 0.245457 -1.955 0.058351 .
## Marin.l2 -0.247465 0.226818 -1.091 0.282509
## Butte.l2 0.761146 0.654668 1.163 0.252623
## Yolo.l2 0.374761 0.514204 0.729 0.470827
## ElDorado.l2 0.293281 0.424850 0.690 0.494422
## Shasta.l2 -0.430449 0.822885 -0.523 0.604112
## Madera.l2 -0.474248 1.035394 -0.458 0.649679
## Kings.l2 0.111690 0.689853 0.162 0.872287
## Napa.l2 -0.289528 0.288257 -1.004 0.321885
## Humboldt.l2 0.488623 0.365166 1.338 0.189260
## Sutter.l2 2.139676 1.007738 2.123 0.040676 *
## Mendocino.l2 0.264090 0.194829 1.355 0.183703
## SanBenito.l2 -0.919102 0.396197 -2.320 0.026136 *
## LosAngeles.l3 -0.490061 0.311172 -1.575 0.124030
## SanDiego.l3 -0.837489 0.491459 -1.704 0.096983 .
## Orange.l3 0.652196 0.314422 2.074 0.045264 *
## Riverside.l3 0.095311 0.570406 0.167 0.868232
## SanBernadino.l3 -1.356881 0.462434 -2.934 0.005789 **
## SantaClara.l3 0.437322 0.149984 2.916 0.006071 **
## Alameda.l3 0.701384 0.359256 1.952 0.058710 .
## Sacramento.l3 1.318333 0.758530 1.738 0.090757 .
## Fresno.l3 -1.204233 1.030048 -1.169 0.250045
## Kern.l3 -2.008628 0.809883 -2.480 0.017946 *
## SanFrancisco.l3 0.577475 0.183696 3.144 0.003335 **
## Ventura.l3 -1.148888 0.511667 -2.245 0.030978 *
## SanJoaquin.l3 -0.121086 0.661465 -0.183 0.855780
## SanMateo.l3 -0.157496 0.159677 -0.986 0.330546
## Stanislaus.l3 0.639896 0.747337 0.856 0.397531
## Sonoma.l3 0.309673 0.360955 0.858 0.396610
## Tulare.l3 2.285349 0.982889 2.325 0.025817 *
## Solano.l3 -1.010126 0.759179 -1.331 0.191704
## SantaBarbara.l3 0.275488 0.306120 0.900 0.374136
## Monterey.l3 0.074944 0.412166 0.182 0.856737
## Placer.l3 0.063597 0.464869 0.137 0.891946
## SanLuisObispo.l3 0.366057 0.476381 0.768 0.447255
## SantaCruz.l3 -0.436771 0.201806 -2.164 0.037151 *
## Marin.l3 0.192981 0.248778 0.776 0.442983
## Butte.l3 -0.752131 0.543007 -1.385 0.174538
## Yolo.l3 -0.972207 0.522079 -1.862 0.070755 .
## ElDorado.l3 -0.839636 0.421379 -1.993 0.053930 .
## Shasta.l3 3.277635 0.686683 4.773 3.00e-05 ***
## Madera.l3 -1.307128 0.945048 -1.383 0.175143
## Kings.l3 -0.230748 0.690155 -0.334 0.740061
## Napa.l3 -0.717140 0.319938 -2.241 0.031251 *
## Humboldt.l3 0.616807 0.358056 1.723 0.093533 .
## Sutter.l3 -1.441952 1.157235 -1.246 0.220801
## Mendocino.l3 0.085856 0.175811 0.488 0.628270
## SanBenito.l3 -0.131521 0.476928 -0.276 0.784304
## LosAngeles.l4 0.020969 0.276791 0.076 0.940030
## SanDiego.l4 -1.791393 0.526861 -3.400 0.001661 **
## Orange.l4 0.102711 0.273426 0.376 0.709386
## Riverside.l4 0.415375 0.828851 0.501 0.619319
## SanBernadino.l4 -0.416031 0.509222 -0.817 0.419307
## SantaClara.l4 -0.085457 0.164171 -0.521 0.605877
## Alameda.l4 0.232220 0.294487 0.789 0.435533
## Sacramento.l4 0.073097 0.623407 0.117 0.907311
## Fresno.l4 -2.272266 0.733070 -3.100 0.003750 **
## Kern.l4 0.201157 0.691710 0.291 0.772865
## SanFrancisco.l4 -0.082175 0.162348 -0.506 0.615829
## Ventura.l4 0.697870 0.512403 1.362 0.181674
## SanJoaquin.l4 0.889150 0.676709 1.314 0.197180
## SanMateo.l4 -0.395354 0.146480 -2.699 0.010523 *
## Stanislaus.l4 1.500261 0.587449 2.554 0.015032 *
## Sonoma.l4 0.328511 0.306083 1.073 0.290290
## Tulare.l4 1.862669 0.998734 1.865 0.070345 .
## Solano.l4 1.483212 0.588625 2.520 0.016320 *
## SantaBarbara.l4 0.514425 0.406837 1.264 0.214194
## Monterey.l4 0.095020 0.330461 0.288 0.775349
## Placer.l4 -0.213773 0.564673 -0.379 0.707224
## SanLuisObispo.l4 0.206955 0.482337 0.429 0.670430
## SantaCruz.l4 0.338590 0.180380 1.877 0.068628 .
## Marin.l4 -0.086300 0.184679 -0.467 0.643104
## Butte.l4 -0.557906 0.549813 -1.015 0.317011
## Yolo.l4 -0.972299 0.748656 -1.299 0.202296
## ElDorado.l4 -0.082723 0.388868 -0.213 0.832739
## Shasta.l4 -0.583907 0.750496 -0.778 0.441636
## Madera.l4 -0.614466 1.045735 -0.588 0.560474
## Kings.l4 -0.430044 0.749342 -0.574 0.569607
## Napa.l4 0.174582 0.299432 0.583 0.563497
## Humboldt.l4 0.216789 0.292532 0.741 0.463454
## Sutter.l4 -0.449542 1.202930 -0.374 0.710815
## Mendocino.l4 0.218589 0.223768 0.977 0.335158
## SanBenito.l4 -0.991993 0.504964 -1.964 0.057230 .
## LosAngeles.l5 0.055512 0.250650 0.221 0.825977
## SanDiego.l5 0.334675 0.468321 0.715 0.479449
## Orange.l5 0.280586 0.279905 1.002 0.322826
## Riverside.l5 2.877785 0.620678 4.637 4.54e-05 ***
## SanBernadino.l5 0.172042 0.487362 0.353 0.726142
## SantaClara.l5 -0.031446 0.164359 -0.191 0.849348
## Alameda.l5 -0.398766 0.250028 -1.595 0.119480
## Sacramento.l5 1.544734 0.726363 2.127 0.040371 *
## Fresno.l5 -1.626307 0.956258 -1.701 0.097624 .
## Kern.l5 1.554964 0.838449 1.855 0.071863 .
## SanFrancisco.l5 0.058584 0.146314 0.400 0.691230
## Ventura.l5 -0.722945 0.384275 -1.881 0.068034 .
## SanJoaquin.l5 0.050977 0.663805 0.077 0.939212
## SanMateo.l5 -0.160804 0.189973 -0.846 0.402890
## Stanislaus.l5 -0.327754 0.587592 -0.558 0.580439
## Sonoma.l5 1.311442 0.344064 3.812 0.000520 ***
## Tulare.l5 2.079695 1.308780 1.589 0.120798
## Solano.l5 -0.985856 0.557236 -1.769 0.085334 .
## SantaBarbara.l5 -0.556974 0.367065 -1.517 0.137906
## Monterey.l5 -0.315680 0.279070 -1.131 0.265457
## Placer.l5 -1.122987 0.492549 -2.280 0.028637 *
## SanLuisObispo.l5 -0.417959 0.435444 -0.960 0.343537
## SantaCruz.l5 -0.135424 0.152291 -0.889 0.379777
## Marin.l5 0.327805 0.145439 2.254 0.030386 *
## Butte.l5 -0.312175 0.848066 -0.368 0.714953
## Yolo.l5 0.698869 0.733087 0.953 0.346784
## ElDorado.l5 0.413496 0.496067 0.834 0.410032
## Shasta.l5 -1.745790 0.747917 -2.334 0.025282 *
## Madera.l5 -0.064344 1.016824 -0.063 0.949894
## Kings.l5 -1.081319 0.695649 -1.554 0.128836
## Napa.l5 0.060195 0.289833 0.208 0.836642
## Humboldt.l5 0.124897 0.295369 0.423 0.674919
## Sutter.l5 -2.099317 0.848548 -2.474 0.018210 *
## Mendocino.l5 0.388967 0.255357 1.523 0.136438
## SanBenito.l5 0.196834 0.520066 0.378 0.707298
## LosAngeles.l6 -0.351304 0.258212 -1.361 0.182121
## SanDiego.l6 0.125272 0.379612 0.330 0.743312
## Orange.l6 0.431846 0.260614 1.657 0.106203
## Riverside.l6 0.508205 0.787498 0.645 0.522798
## SanBernadino.l6 -0.409959 0.534686 -0.767 0.448242
## SantaClara.l6 0.143859 0.109165 1.318 0.195889
## Alameda.l6 -0.603048 0.220794 -2.731 0.009709 **
## Sacramento.l6 -0.746160 0.679372 -1.098 0.279361
## Fresno.l6 0.358924 0.721811 0.497 0.622033
## Kern.l6 -1.178160 0.708839 -1.662 0.105178
## SanFrancisco.l6 0.357701 0.159680 2.240 0.031350 *
## Ventura.l6 -1.144098 0.597411 -1.915 0.063452 .
## SanJoaquin.l6 -1.219690 0.548315 -2.224 0.032478 *
## SanMateo.l6 -0.441149 0.163019 -2.706 0.010339 *
## Stanislaus.l6 1.229939 0.785591 1.566 0.126186
## Sonoma.l6 1.608091 0.364072 4.417 8.78e-05 ***
## Tulare.l6 1.346516 1.079082 1.248 0.220147
## Solano.l6 -0.095193 0.402667 -0.236 0.814457
## SantaBarbara.l6 -0.636507 0.422261 -1.507 0.140439
## Monterey.l6 0.718337 0.246149 2.918 0.006032 **
## Placer.l6 -0.653963 0.604162 -1.082 0.286259
## SanLuisObispo.l6 -0.007220 0.362681 -0.020 0.984228
## SantaCruz.l6 -0.025814 0.141764 -0.182 0.856534
## Marin.l6 0.325741 0.144254 2.258 0.030097 *
## Butte.l6 -1.286880 0.604454 -2.129 0.040165 *
## Yolo.l6 0.805771 0.581733 1.385 0.174539
## ElDorado.l6 0.211398 0.410622 0.515 0.609822
## Shasta.l6 0.670896 0.699162 0.960 0.343671
## Madera.l6 -0.819094 0.935622 -0.875 0.387131
## Kings.l6 0.433783 0.580864 0.747 0.460041
## Napa.l6 -0.065501 0.349519 -0.187 0.852397
## Humboldt.l6 -0.435080 0.324949 -1.339 0.188991
## Sutter.l6 2.101003 0.822485 2.554 0.015010 *
## Mendocino.l6 0.591873 0.186994 3.165 0.003148 **
## SanBenito.l6 0.190585 0.272160 0.700 0.488261
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 420.8 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 3.06e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Riverside:
## ==========================================
## Riverside = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 1.498e-02 9.486e-02 0.158 0.875394
## SanDiego.l1 9.845e-03 1.990e-01 0.049 0.960818
## Orange.l1 6.398e-02 1.312e-01 0.488 0.628783
## Riverside.l1 8.187e-01 3.286e-01 2.491 0.017470 *
## SanBernadino.l1 -1.742e-01 1.759e-01 -0.990 0.328648
## SantaClara.l1 2.101e-02 4.108e-02 0.511 0.612168
## Alameda.l1 -5.167e-02 1.382e-01 -0.374 0.710645
## Sacramento.l1 7.445e-01 3.802e-01 1.958 0.057971 .
## Fresno.l1 -3.594e-01 2.513e-01 -1.430 0.161361
## Kern.l1 4.515e-01 2.087e-01 2.163 0.037258 *
## SanFrancisco.l1 -2.431e-01 4.489e-02 -5.415 4.2e-06 ***
## Ventura.l1 2.889e-01 1.259e-01 2.295 0.027695 *
## SanJoaquin.l1 5.103e-01 1.650e-01 3.092 0.003829 **
## SanMateo.l1 6.622e-03 6.386e-02 0.104 0.917980
## Stanislaus.l1 -1.402e-01 2.206e-01 -0.635 0.529202
## Sonoma.l1 -2.338e-01 1.145e-01 -2.043 0.048444 *
## Tulare.l1 7.373e-01 3.862e-01 1.909 0.064254 .
## Solano.l1 -1.414e-01 1.870e-01 -0.756 0.454292
## SantaBarbara.l1 -8.976e-06 1.021e-01 0.000 0.999930
## Monterey.l1 -2.318e-01 1.393e-01 -1.665 0.104655
## Placer.l1 -3.923e-01 3.085e-01 -1.271 0.211758
## SanLuisObispo.l1 -2.788e-01 1.365e-01 -2.043 0.048436 *
## SantaCruz.l1 2.443e-01 7.405e-02 3.300 0.002189 **
## Marin.l1 4.405e-02 6.781e-02 0.650 0.520101
## Butte.l1 6.003e-02 2.266e-01 0.265 0.792633
## Yolo.l1 1.817e-02 1.634e-01 0.111 0.912071
## ElDorado.l1 -1.820e-01 1.689e-01 -1.078 0.288381
## Shasta.l1 1.848e-02 2.687e-01 0.069 0.945547
## Madera.l1 5.029e-01 3.921e-01 1.283 0.207760
## Kings.l1 -1.544e-01 1.570e-01 -0.983 0.332111
## Napa.l1 -3.879e-03 1.011e-01 -0.038 0.969602
## Humboldt.l1 -8.229e-02 1.020e-01 -0.806 0.425335
## Sutter.l1 -1.036e+00 2.415e-01 -4.291 0.000128 ***
## Mendocino.l1 1.143e-01 5.812e-02 1.967 0.056977 .
## SanBenito.l1 2.306e-01 1.543e-01 1.495 0.143675
## LosAngeles.l2 -1.673e-01 9.312e-02 -1.797 0.080765 .
## SanDiego.l2 5.310e-01 1.998e-01 2.658 0.011653 *
## Orange.l2 -4.638e-02 1.377e-01 -0.337 0.738136
## Riverside.l2 -2.557e-01 3.088e-01 -0.828 0.413045
## SanBernadino.l2 1.206e-02 1.625e-01 0.074 0.941265
## SantaClara.l2 -2.121e-02 6.625e-02 -0.320 0.750680
## Alameda.l2 4.513e-01 1.387e-01 3.254 0.002476 **
## Sacramento.l2 -1.513e+00 3.491e-01 -4.332 0.000113 ***
## Fresno.l2 3.144e-01 4.558e-01 0.690 0.494757
## Kern.l2 1.529e-01 3.135e-01 0.488 0.628802
## SanFrancisco.l2 1.750e-01 7.228e-02 2.422 0.020621 *
## Ventura.l2 -4.682e-01 2.080e-01 -2.251 0.030576 *
## SanJoaquin.l2 -3.340e-01 2.390e-01 -1.398 0.170785
## SanMateo.l2 -3.719e-02 8.178e-02 -0.455 0.652033
## Stanislaus.l2 6.599e-01 2.414e-01 2.734 0.009640 **
## Sonoma.l2 4.285e-02 1.320e-01 0.325 0.747327
## Tulare.l2 -1.849e-01 4.708e-01 -0.393 0.696807
## Solano.l2 -3.092e-01 2.073e-01 -1.492 0.144493
## SantaBarbara.l2 4.923e-02 1.199e-01 0.411 0.683722
## Monterey.l2 -1.017e-01 1.377e-01 -0.739 0.464871
## Placer.l2 8.719e-01 3.149e-01 2.769 0.008828 **
## SanLuisObispo.l2 8.654e-02 1.446e-01 0.598 0.553273
## SantaCruz.l2 -4.197e-02 9.442e-02 -0.444 0.659366
## Marin.l2 -1.616e-01 8.725e-02 -1.852 0.072239 .
## Butte.l2 2.187e-01 2.518e-01 0.868 0.390952
## Yolo.l2 2.732e-01 1.978e-01 1.381 0.175699
## ElDorado.l2 -3.106e-01 1.634e-01 -1.901 0.065384 .
## Shasta.l2 -4.267e-02 3.165e-01 -0.135 0.893520
## Madera.l2 -2.027e-01 3.983e-01 -0.509 0.613937
## Kings.l2 -8.720e-02 2.654e-01 -0.329 0.744349
## Napa.l2 7.950e-02 1.109e-01 0.717 0.478004
## Humboldt.l2 -8.582e-02 1.405e-01 -0.611 0.545059
## Sutter.l2 7.655e-01 3.876e-01 1.975 0.055990 .
## Mendocino.l2 -2.281e-03 7.494e-02 -0.030 0.975891
## SanBenito.l2 5.673e-03 1.524e-01 0.037 0.970512
## LosAngeles.l3 1.288e-01 1.197e-01 1.076 0.288953
## SanDiego.l3 -3.108e-01 1.890e-01 -1.644 0.108856
## Orange.l3 8.525e-02 1.209e-01 0.705 0.485421
## Riverside.l3 -9.639e-02 2.194e-01 -0.439 0.663055
## SanBernadino.l3 -1.387e-01 1.779e-01 -0.780 0.440747
## SantaClara.l3 -2.898e-02 5.769e-02 -0.502 0.618526
## Alameda.l3 1.066e-01 1.382e-01 0.771 0.445650
## Sacramento.l3 3.315e-01 2.918e-01 1.136 0.263469
## Fresno.l3 4.985e-01 3.962e-01 1.258 0.216431
## Kern.l3 -7.695e-01 3.115e-01 -2.470 0.018378 *
## SanFrancisco.l3 2.405e-02 7.066e-02 0.340 0.735547
## Ventura.l3 -1.943e-01 1.968e-01 -0.987 0.330149
## SanJoaquin.l3 1.948e-01 2.544e-01 0.765 0.448977
## SanMateo.l3 -5.334e-02 6.142e-02 -0.868 0.390944
## Stanislaus.l3 -3.718e-01 2.875e-01 -1.293 0.204170
## Sonoma.l3 2.141e-01 1.388e-01 1.542 0.131884
## Tulare.l3 4.564e-02 3.781e-01 0.121 0.904599
## Solano.l3 -2.419e-01 2.920e-01 -0.828 0.412883
## SantaBarbara.l3 -7.936e-02 1.178e-01 -0.674 0.504651
## Monterey.l3 2.576e-01 1.585e-01 1.625 0.112951
## Placer.l3 -2.198e-01 1.788e-01 -1.229 0.226976
## SanLuisObispo.l3 2.011e-01 1.832e-01 1.098 0.279701
## SantaCruz.l3 -9.442e-02 7.763e-02 -1.216 0.231790
## Marin.l3 4.794e-02 9.570e-02 0.501 0.619434
## Butte.l3 -5.027e-01 2.089e-01 -2.407 0.021360 *
## Yolo.l3 -2.044e-01 2.008e-01 -1.018 0.315489
## ElDorado.l3 2.656e-01 1.621e-01 1.638 0.110067
## Shasta.l3 2.806e-01 2.641e-01 1.062 0.295177
## Madera.l3 -3.182e-01 3.635e-01 -0.875 0.387182
## Kings.l3 2.881e-01 2.655e-01 1.085 0.285059
## Napa.l3 2.745e-02 1.231e-01 0.223 0.824792
## Humboldt.l3 5.051e-02 1.377e-01 0.367 0.715977
## Sutter.l3 -8.951e-01 4.452e-01 -2.011 0.051886 .
## Mendocino.l3 -9.216e-03 6.763e-02 -0.136 0.892360
## SanBenito.l3 -1.339e-01 1.835e-01 -0.730 0.470039
## LosAngeles.l4 9.151e-02 1.065e-01 0.860 0.395749
## SanDiego.l4 -5.861e-01 2.027e-01 -2.892 0.006453 **
## Orange.l4 -9.597e-03 1.052e-01 -0.091 0.927806
## Riverside.l4 3.870e-01 3.188e-01 1.214 0.232750
## SanBernadino.l4 -1.258e-01 1.959e-01 -0.642 0.524687
## SantaClara.l4 -4.529e-02 6.315e-02 -0.717 0.477889
## Alameda.l4 -1.856e-01 1.133e-01 -1.638 0.110082
## Sacramento.l4 2.570e-01 2.398e-01 1.072 0.291074
## Fresno.l4 -8.414e-01 2.820e-01 -2.984 0.005087 **
## Kern.l4 7.090e-01 2.661e-01 2.665 0.011458 *
## SanFrancisco.l4 -9.234e-02 6.245e-02 -1.479 0.147918
## Ventura.l4 4.705e-01 1.971e-01 2.387 0.022353 *
## SanJoaquin.l4 -2.428e-01 2.603e-01 -0.933 0.357260
## SanMateo.l4 -4.528e-02 5.635e-02 -0.804 0.426888
## Stanislaus.l4 5.520e-01 2.260e-01 2.443 0.019615 *
## Sonoma.l4 -2.077e-02 1.177e-01 -0.176 0.860938
## Tulare.l4 -1.015e+00 3.842e-01 -2.643 0.012089 *
## Solano.l4 6.199e-01 2.264e-01 2.738 0.009548 **
## SantaBarbara.l4 7.203e-02 1.565e-01 0.460 0.648110
## Monterey.l4 5.886e-02 1.271e-01 0.463 0.646125
## Placer.l4 -2.287e-02 2.172e-01 -0.105 0.916717
## SanLuisObispo.l4 -1.666e-01 1.855e-01 -0.898 0.375104
## SantaCruz.l4 9.625e-02 6.939e-02 1.387 0.173912
## Marin.l4 -1.371e-02 7.104e-02 -0.193 0.848045
## Butte.l4 7.859e-02 2.115e-01 0.372 0.712378
## Yolo.l4 3.425e-01 2.880e-01 1.189 0.242076
## ElDorado.l4 -1.085e-01 1.496e-01 -0.725 0.472991
## Shasta.l4 -9.624e-02 2.887e-01 -0.333 0.740793
## Madera.l4 5.302e-01 4.023e-01 1.318 0.195800
## Kings.l4 -3.634e-01 2.882e-01 -1.261 0.215470
## Napa.l4 8.231e-02 1.152e-01 0.715 0.479442
## Humboldt.l4 8.945e-02 1.125e-01 0.795 0.431856
## Sutter.l4 4.804e-01 4.627e-01 1.038 0.306143
## Mendocino.l4 9.618e-02 8.608e-02 1.117 0.271210
## SanBenito.l4 -3.143e-01 1.942e-01 -1.618 0.114406
## LosAngeles.l5 -5.459e-02 9.642e-02 -0.566 0.574780
## SanDiego.l5 3.421e-01 1.801e-01 1.899 0.065617 .
## Orange.l5 7.492e-02 1.077e-01 0.696 0.491032
## Riverside.l5 2.891e-01 2.388e-01 1.211 0.233839
## SanBernadino.l5 -4.145e-02 1.875e-01 -0.221 0.826272
## SantaClara.l5 2.955e-02 6.322e-02 0.467 0.643041
## Alameda.l5 5.587e-02 9.618e-02 0.581 0.564913
## Sacramento.l5 -1.784e-01 2.794e-01 -0.639 0.527098
## Fresno.l5 -5.447e-02 3.678e-01 -0.148 0.883101
## Kern.l5 -2.592e-02 3.225e-01 -0.080 0.936390
## SanFrancisco.l5 1.587e-02 5.628e-02 0.282 0.779564
## Ventura.l5 -4.274e-01 1.478e-01 -2.892 0.006463 **
## SanJoaquin.l5 7.248e-02 2.553e-01 0.284 0.778138
## SanMateo.l5 2.162e-01 7.308e-02 2.958 0.005444 **
## Stanislaus.l5 -1.636e-01 2.260e-01 -0.724 0.473899
## Sonoma.l5 -4.769e-02 1.324e-01 -0.360 0.720730
## Tulare.l5 -3.955e-01 5.034e-01 -0.786 0.437240
## Solano.l5 -1.492e-01 2.144e-01 -0.696 0.490800
## SantaBarbara.l5 1.169e-02 1.412e-01 0.083 0.934453
## Monterey.l5 -1.605e-01 1.073e-01 -1.495 0.143708
## Placer.l5 1.984e-01 1.895e-01 1.047 0.302090
## SanLuisObispo.l5 1.419e-01 1.675e-01 0.847 0.402669
## SantaCruz.l5 -7.325e-02 5.858e-02 -1.250 0.219223
## Marin.l5 -1.132e-01 5.595e-02 -2.023 0.050519 .
## Butte.l5 4.774e-01 3.262e-01 1.464 0.151991
## Yolo.l5 -2.074e-01 2.820e-01 -0.736 0.466710
## ElDorado.l5 1.188e-02 1.908e-01 0.062 0.950721
## Shasta.l5 1.805e-01 2.877e-01 0.627 0.534470
## Madera.l5 -2.220e-01 3.911e-01 -0.567 0.573914
## Kings.l5 -5.057e-02 2.676e-01 -0.189 0.851173
## Napa.l5 2.067e-02 1.115e-01 0.185 0.853942
## Humboldt.l5 -8.812e-02 1.136e-01 -0.776 0.443081
## Sutter.l5 3.416e-01 3.264e-01 1.046 0.302354
## Mendocino.l5 5.703e-02 9.823e-02 0.581 0.565106
## SanBenito.l5 7.586e-02 2.001e-01 0.379 0.706778
## LosAngeles.l6 -3.525e-02 9.933e-02 -0.355 0.724711
## SanDiego.l6 1.122e-01 1.460e-01 0.768 0.447407
## Orange.l6 1.080e-01 1.002e-01 1.077 0.288550
## Riverside.l6 -4.699e-01 3.029e-01 -1.551 0.129606
## SanBernadino.l6 -1.278e-01 2.057e-01 -0.621 0.538260
## SantaClara.l6 -1.534e-02 4.199e-02 -0.365 0.716981
## Alameda.l6 -6.310e-02 8.493e-02 -0.743 0.462359
## Sacramento.l6 -3.331e-02 2.613e-01 -0.127 0.899269
## Fresno.l6 1.598e-01 2.777e-01 0.576 0.568441
## Kern.l6 2.866e-02 2.727e-01 0.105 0.916885
## SanFrancisco.l6 2.901e-02 6.142e-02 0.472 0.639601
## Ventura.l6 -1.639e-01 2.298e-01 -0.713 0.480196
## SanJoaquin.l6 -1.043e-01 2.109e-01 -0.494 0.624003
## SanMateo.l6 -1.309e-01 6.271e-02 -2.087 0.044039 *
## Stanislaus.l6 -3.507e-01 3.022e-01 -1.161 0.253475
## Sonoma.l6 1.904e-01 1.400e-01 1.360 0.182359
## Tulare.l6 7.752e-01 4.151e-01 1.868 0.069985 .
## Solano.l6 3.313e-01 1.549e-01 2.139 0.039279 *
## SantaBarbara.l6 -1.154e-01 1.624e-01 -0.710 0.481994
## Monterey.l6 1.917e-01 9.469e-02 2.024 0.050414 .
## Placer.l6 1.686e-01 2.324e-01 0.725 0.472876
## SanLuisObispo.l6 5.263e-02 1.395e-01 0.377 0.708218
## SantaCruz.l6 4.266e-02 5.453e-02 0.782 0.439141
## Marin.l6 2.292e-02 5.549e-02 0.413 0.682060
## Butte.l6 -4.019e-01 2.325e-01 -1.728 0.092500 .
## Yolo.l6 -1.948e-01 2.238e-01 -0.871 0.389767
## ElDorado.l6 -1.472e-01 1.580e-01 -0.932 0.357450
## Shasta.l6 4.184e-01 2.689e-01 1.556 0.128489
## Madera.l6 -7.770e-02 3.599e-01 -0.216 0.830302
## Kings.l6 9.488e-02 2.234e-01 0.425 0.673618
## Napa.l6 -2.982e-02 1.344e-01 -0.222 0.825717
## Humboldt.l6 -9.815e-02 1.250e-01 -0.785 0.437469
## Sutter.l6 1.136e-01 3.164e-01 0.359 0.721618
## Mendocino.l6 8.177e-02 7.193e-02 1.137 0.263136
## SanBenito.l6 -1.136e-02 1.047e-01 -0.109 0.914177
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 161.9 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 6.343e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation SanBernadino:
## =============================================
## SanBernadino = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.0129345 0.1183476 0.109 0.913577
## SanDiego.l1 0.1408913 0.2482841 0.567 0.573924
## Orange.l1 0.1773652 0.1636987 1.083 0.285796
## Riverside.l1 0.1286850 0.4099892 0.314 0.755428
## SanBernadino.l1 0.4456223 0.2194302 2.031 0.049709 *
## SantaClara.l1 0.0130779 0.0512491 0.255 0.800033
## Alameda.l1 0.2069961 0.1723908 1.201 0.237694
## Sacramento.l1 0.3344419 0.4743097 0.705 0.485277
## Fresno.l1 -1.1822509 0.3135514 -3.771 0.000586 ***
## Kern.l1 0.5516830 0.2604343 2.118 0.041118 *
## SanFrancisco.l1 -0.2895142 0.0560040 -5.170 8.94e-06 ***
## Ventura.l1 -0.0948061 0.1570670 -0.604 0.549892
## SanJoaquin.l1 0.4069557 0.2059109 1.976 0.055814 .
## SanMateo.l1 -0.0468142 0.0796701 -0.588 0.560469
## Stanislaus.l1 0.0167696 0.2752389 0.061 0.951754
## Sonoma.l1 -0.6090320 0.1428076 -4.265 0.000138 ***
## Tulare.l1 0.4130894 0.4818650 0.857 0.396966
## Solano.l1 -0.0984092 0.2332584 -0.422 0.675615
## SantaBarbara.l1 0.0746127 0.1274396 0.585 0.561881
## Monterey.l1 -0.5119931 0.1737337 -2.947 0.005600 **
## Placer.l1 -0.2913859 0.3849488 -0.757 0.454007
## SanLuisObispo.l1 -0.4267509 0.1702618 -2.506 0.016852 *
## SantaCruz.l1 0.2314098 0.0923883 2.505 0.016920 *
## Marin.l1 0.1132686 0.0846000 1.339 0.189006
## Butte.l1 0.6327443 0.2827658 2.238 0.031521 *
## Yolo.l1 0.3781336 0.2038208 1.855 0.071767 .
## ElDorado.l1 -0.3199105 0.2107428 -1.518 0.137745
## Shasta.l1 -0.7285734 0.3351856 -2.174 0.036389 *
## Madera.l1 1.3820841 0.4891558 2.825 0.007654 **
## Kings.l1 -0.1935784 0.1959085 -0.988 0.329696
## Napa.l1 0.1745100 0.1261277 1.384 0.175001
## Humboldt.l1 0.0375604 0.1273165 0.295 0.769677
## Sutter.l1 -0.6688036 0.3013012 -2.220 0.032825 *
## Mendocino.l1 -0.0025299 0.0725115 -0.035 0.972360
## SanBenito.l1 0.2937443 0.1924885 1.526 0.135740
## LosAngeles.l2 0.1605556 0.1161783 1.382 0.175495
## SanDiego.l2 0.8400172 0.2492318 3.370 0.001803 **
## Orange.l2 0.0144584 0.1717414 0.084 0.933374
## Riverside.l2 -0.6042837 0.3852360 -1.569 0.125489
## SanBernadino.l2 -0.2748464 0.2027213 -1.356 0.183612
## SantaClara.l2 -0.1327253 0.0826510 -1.606 0.117044
## Alameda.l2 0.5887138 0.1730379 3.402 0.001652 **
## Sacramento.l2 -0.8175790 0.4355826 -1.877 0.068644 .
## Fresno.l2 0.4121260 0.5686326 0.725 0.473280
## Kern.l2 0.2290597 0.3911901 0.586 0.561834
## SanFrancisco.l2 0.0280340 0.0901805 0.311 0.757696
## Ventura.l2 -0.6396242 0.2595038 -2.465 0.018614 *
## SanJoaquin.l2 0.1231009 0.2981768 0.413 0.682169
## SanMateo.l2 -0.1704957 0.1020259 -1.671 0.103374
## Stanislaus.l2 1.1072035 0.3011359 3.677 0.000765 ***
## Sonoma.l2 0.3054592 0.1646850 1.855 0.071828 .
## Tulare.l2 -0.7711019 0.5873240 -1.313 0.197522
## Solano.l2 -0.8092695 0.2586520 -3.129 0.003470 **
## SantaBarbara.l2 0.2217892 0.1495469 1.483 0.146757
## Monterey.l2 -0.1297641 0.1717880 -0.755 0.454939
## Placer.l2 0.7828082 0.3928267 1.993 0.053911 .
## SanLuisObispo.l2 0.0159277 0.1804061 0.088 0.930137
## SantaCruz.l2 -0.0905696 0.1178009 -0.769 0.447005
## Marin.l2 -0.1385890 0.1088558 -1.273 0.211127
## Butte.l2 0.2160415 0.3141915 0.688 0.496104
## Yolo.l2 0.0382014 0.2467790 0.155 0.877844
## ElDorado.l2 -0.4587951 0.2038961 -2.250 0.030646 *
## Shasta.l2 0.4594655 0.3949228 1.163 0.252308
## Madera.l2 -0.9120693 0.4969111 -1.835 0.074707 .
## Kings.l2 -0.1046642 0.3310774 -0.316 0.753728
## Napa.l2 0.0515319 0.1383416 0.372 0.711707
## Humboldt.l2 0.0399260 0.1752523 0.228 0.821075
## Sutter.l2 -0.0465756 0.4836385 -0.096 0.923814
## Mendocino.l2 0.1488647 0.0935034 1.592 0.120111
## SanBenito.l2 0.0739601 0.1901448 0.389 0.699591
## LosAngeles.l3 0.1200764 0.1493390 0.804 0.426645
## SanDiego.l3 -0.4938941 0.2358636 -2.094 0.043366 *
## Orange.l3 0.2773434 0.1508989 1.838 0.074335 .
## Riverside.l3 0.1389438 0.2737522 0.508 0.614862
## SanBernadino.l3 -0.8330942 0.2219336 -3.754 0.000614 ***
## SantaClara.l3 -0.0552672 0.0719808 -0.768 0.447610
## Alameda.l3 0.0432583 0.1724157 0.251 0.803321
## Sacramento.l3 0.0629231 0.3640374 0.173 0.863739
## Fresno.l3 0.1632856 0.4943455 0.330 0.743083
## Kern.l3 -0.3927706 0.3886829 -1.011 0.318992
## SanFrancisco.l3 0.0902048 0.0881601 1.023 0.313044
## Ventura.l3 -0.0179493 0.2455615 -0.073 0.942135
## SanJoaquin.l3 -0.1941032 0.3174537 -0.611 0.544752
## SanMateo.l3 0.0201135 0.0766327 0.262 0.794458
## Stanislaus.l3 -0.1074000 0.3586654 -0.299 0.766324
## Sonoma.l3 0.1588631 0.1732315 0.917 0.365216
## Tulare.l3 0.8963090 0.4717126 1.900 0.065450 .
## Solano.l3 -0.2265570 0.3643490 -0.622 0.537983
## SantaBarbara.l3 -0.2743607 0.1469146 -1.867 0.069993 .
## Monterey.l3 0.3034238 0.1978087 1.534 0.133791
## Placer.l3 0.0799416 0.2231021 0.358 0.722198
## SanLuisObispo.l3 0.1846190 0.2286273 0.808 0.424676
## SantaCruz.l3 -0.1233269 0.0968518 -1.273 0.211053
## Marin.l3 0.0277551 0.1193946 0.232 0.817493
## Butte.l3 -0.7526646 0.2606024 -2.888 0.006519 **
## Yolo.l3 -0.3895488 0.2505587 -1.555 0.128761
## ElDorado.l3 0.2221388 0.2022302 1.098 0.279303
## Shasta.l3 0.7696996 0.3295562 2.336 0.025203 *
## Madera.l3 -0.4561626 0.4535522 -1.006 0.321246
## Kings.l3 0.2888290 0.3312226 0.872 0.388982
## Napa.l3 0.0695922 0.1535462 0.453 0.653101
## Humboldt.l3 0.1626223 0.1718398 0.946 0.350274
## Sutter.l3 -0.1850364 0.5553858 -0.333 0.740941
## Mendocino.l3 -0.0005164 0.0843762 -0.006 0.995150
## SanBenito.l3 -0.0267440 0.2288896 -0.117 0.907634
## LosAngeles.l4 -0.1839098 0.1328388 -1.384 0.174740
## SanDiego.l4 -0.7153080 0.2528538 -2.829 0.007587 **
## Orange.l4 0.1416781 0.1312238 1.080 0.287471
## Riverside.l4 0.6266122 0.3977860 1.575 0.123947
## SanBernadino.l4 -0.1152178 0.2443883 -0.471 0.640161
## SantaClara.l4 0.0766404 0.0787895 0.973 0.337182
## Alameda.l4 -0.0498140 0.1413315 -0.352 0.726547
## Sacramento.l4 -0.3062976 0.2991887 -1.024 0.312779
## Fresno.l4 -0.8014778 0.3518185 -2.278 0.028758 *
## Kern.l4 0.7952195 0.3319687 2.395 0.021923 *
## SanFrancisco.l4 -0.0862046 0.0779150 -1.106 0.275895
## Ventura.l4 0.2065717 0.2459151 0.840 0.406446
## SanJoaquin.l4 0.1680069 0.3247693 0.517 0.608103
## SanMateo.l4 -0.0155704 0.0702994 -0.221 0.825965
## Stanislaus.l4 0.6473398 0.2819312 2.296 0.027600 *
## Sonoma.l4 0.1136856 0.1468966 0.774 0.444034
## Tulare.l4 -0.6765283 0.4793172 -1.411 0.166699
## Solano.l4 1.0030273 0.2824958 3.551 0.001093 **
## SantaBarbara.l4 0.1597324 0.1952512 0.818 0.418690
## Monterey.l4 -0.2286650 0.1585964 -1.442 0.158001
## Placer.l4 -0.1090305 0.2710006 -0.402 0.689823
## SanLuisObispo.l4 -0.1511840 0.2314853 -0.653 0.517839
## SantaCruz.l4 0.2308178 0.0865687 2.666 0.011414 *
## Marin.l4 -0.0726072 0.0886320 -0.819 0.418063
## Butte.l4 -0.0141046 0.2638689 -0.053 0.957666
## Yolo.l4 0.2813882 0.3592986 0.783 0.438655
## ElDorado.l4 0.0608071 0.1866276 0.326 0.746447
## Shasta.l4 -0.4434270 0.3601817 -1.231 0.226261
## Madera.l4 0.9071927 0.5018742 1.808 0.079029 .
## Kings.l4 -0.0944552 0.3596277 -0.263 0.794320
## Napa.l4 -0.1248569 0.1437046 -0.869 0.390688
## Humboldt.l4 0.1039239 0.1403934 0.740 0.463959
## Sutter.l4 -0.3540643 0.5773158 -0.613 0.543538
## Mendocino.l4 0.0796055 0.1073916 0.741 0.463342
## SanBenito.l4 -0.4917717 0.2423449 -2.029 0.049879 *
## LosAngeles.l5 0.1825302 0.1202931 1.517 0.137904
## SanDiego.l5 0.5386426 0.2247590 2.397 0.021869 *
## Orange.l5 0.0721128 0.1343336 0.537 0.594695
## Riverside.l5 0.5352024 0.2978787 1.797 0.080776 .
## SanBernadino.l5 0.1158548 0.2338971 0.495 0.623382
## SantaClara.l5 -0.0559314 0.0788799 -0.709 0.482848
## Alameda.l5 0.0895614 0.1199946 0.746 0.460286
## Sacramento.l5 0.3763528 0.3485994 1.080 0.287494
## Fresno.l5 -0.6086382 0.4589321 -1.326 0.193125
## Kern.l5 0.0311127 0.4023927 0.077 0.938798
## SanFrancisco.l5 0.0464721 0.0702198 0.662 0.512308
## Ventura.l5 -0.5688104 0.1844230 -3.084 0.003906 **
## SanJoaquin.l5 -0.1213236 0.3185766 -0.381 0.705567
## SanMateo.l5 0.0554662 0.0911727 0.608 0.546765
## Stanislaus.l5 0.1328956 0.2820000 0.471 0.640298
## Sonoma.l5 0.4164994 0.1651251 2.522 0.016221 *
## Tulare.l5 0.0706364 0.6281159 0.112 0.911085
## Solano.l5 -0.6505053 0.2674314 -2.432 0.020098 *
## SantaBarbara.l5 0.1548986 0.1761637 0.879 0.385077
## Monterey.l5 -0.1375789 0.1339327 -1.027 0.311168
## Placer.l5 0.2763319 0.2363866 1.169 0.250093
## SanLuisObispo.l5 0.2009928 0.2089806 0.962 0.342577
## SantaCruz.l5 -0.0776152 0.0730883 -1.062 0.295336
## Marin.l5 -0.1512513 0.0697998 -2.167 0.036935 *
## Butte.l5 0.0809163 0.4070079 0.199 0.843532
## Yolo.l5 -0.5931602 0.3518264 -1.686 0.100456
## ElDorado.l5 -0.3332789 0.2380747 -1.400 0.170105
## Shasta.l5 0.8654319 0.3589440 2.411 0.021136 *
## Madera.l5 -1.4205121 0.4879991 -2.911 0.006149 **
## Kings.l5 -0.2841805 0.3338591 -0.851 0.400285
## Napa.l5 0.0499820 0.1390978 0.359 0.721447
## Humboldt.l5 -0.1148536 0.1417549 -0.810 0.423134
## Sutter.l5 0.5437607 0.4072393 1.335 0.190181
## Mendocino.l5 0.2347490 0.1225521 1.916 0.063398 .
## SanBenito.l5 -0.1246296 0.2495924 -0.499 0.620583
## LosAngeles.l6 -0.2189111 0.1239221 -1.767 0.085787 .
## SanDiego.l6 -0.0669441 0.1821852 -0.367 0.715434
## Orange.l6 0.3885743 0.1250750 3.107 0.003680 **
## Riverside.l6 -0.1302446 0.3779397 -0.345 0.732387
## SanBernadino.l6 -0.0386155 0.2566089 -0.150 0.881223
## SantaClara.l6 0.0035173 0.0523908 0.067 0.946846
## Alameda.l6 -0.4226321 0.1059643 -3.988 0.000312 ***
## Sacramento.l6 -0.1492677 0.3260475 -0.458 0.649840
## Fresno.l6 0.5202405 0.3464149 1.502 0.141874
## Kern.l6 -0.0315036 0.3401895 -0.093 0.926730
## SanFrancisco.l6 0.0853990 0.0766345 1.114 0.272506
## Ventura.l6 -0.5639299 0.2867126 -1.967 0.056941 .
## SanJoaquin.l6 -0.2867303 0.2631498 -1.090 0.283126
## SanMateo.l6 0.0121849 0.0782370 0.156 0.877105
## Stanislaus.l6 -0.1142657 0.3770247 -0.303 0.763579
## Sonoma.l6 0.3443537 0.1747270 1.971 0.056472 .
## Tulare.l6 0.4969982 0.5178781 0.960 0.343617
## Solano.l6 0.2671945 0.1932497 1.383 0.175293
## SantaBarbara.l6 -0.5272458 0.2026533 -2.602 0.013379 *
## Monterey.l6 0.3331871 0.1181331 2.820 0.007753 **
## Placer.l6 0.1455695 0.2899524 0.502 0.618692
## SanLuisObispo.l6 -0.1932942 0.1740597 -1.111 0.274144
## SantaCruz.l6 0.1744841 0.0680363 2.565 0.014646 *
## Marin.l6 -0.0200432 0.0692309 -0.290 0.773850
## Butte.l6 -0.4495829 0.2900925 -1.550 0.129939
## Yolo.l6 0.1912195 0.2791881 0.685 0.497785
## ElDorado.l6 0.1777306 0.1970676 0.902 0.373117
## Shasta.l6 0.3203280 0.3355451 0.955 0.346122
## Madera.l6 -0.7444278 0.4490282 -1.658 0.106035
## Kings.l6 0.2440303 0.2787709 0.875 0.387171
## Napa.l6 0.2189848 0.1677427 1.305 0.200011
## Humboldt.l6 -0.3322145 0.1559512 -2.130 0.040055 *
## Sutter.l6 1.1021197 0.3947309 2.792 0.008331 **
## Mendocino.l6 0.2411714 0.0897428 2.687 0.010833 *
## SanBenito.l6 -0.0478095 0.1306165 -0.366 0.716486
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 202 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 3.204e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation SantaClara:
## ===========================================
## SantaClara = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 1.070e+00 4.949e-01 2.163 0.037292 *
## SanDiego.l1 6.303e-01 1.038e+00 0.607 0.547640
## Orange.l1 -7.943e-01 6.845e-01 -1.160 0.253565
## Riverside.l1 1.264e-01 1.714e+00 0.074 0.941619
## SanBernadino.l1 -1.754e+00 9.176e-01 -1.912 0.063897 .
## SantaClara.l1 7.485e-01 2.143e-01 3.493 0.001285 **
## Alameda.l1 6.801e-01 7.209e-01 0.943 0.351725
## Sacramento.l1 -1.742e+00 1.983e+00 -0.878 0.385558
## Fresno.l1 -2.992e+00 1.311e+00 -2.282 0.028506 *
## Kern.l1 1.866e+00 1.089e+00 1.713 0.095230 .
## SanFrancisco.l1 -9.380e-01 2.342e-01 -4.005 0.000297 ***
## Ventura.l1 -2.104e-01 6.568e-01 -0.320 0.750622
## SanJoaquin.l1 5.200e-01 8.611e-01 0.604 0.549682
## SanMateo.l1 -3.337e-02 3.332e-01 -0.100 0.920763
## Stanislaus.l1 -2.249e-01 1.151e+00 -0.195 0.846199
## Sonoma.l1 -1.076e+00 5.972e-01 -1.802 0.079979 .
## Tulare.l1 -2.806e+00 2.015e+00 -1.392 0.172351
## Solano.l1 -6.850e-01 9.754e-01 -0.702 0.487039
## SantaBarbara.l1 -1.398e+00 5.329e-01 -2.624 0.012664 *
## Monterey.l1 1.603e-02 7.265e-01 0.022 0.982522
## Placer.l1 7.490e-01 1.610e+00 0.465 0.644531
## SanLuisObispo.l1 5.438e-05 7.120e-01 0.000 0.999939
## SantaCruz.l1 -1.422e-01 3.863e-01 -0.368 0.714923
## Marin.l1 2.446e-01 3.538e-01 0.691 0.493791
## Butte.l1 5.989e-01 1.182e+00 0.507 0.615578
## Yolo.l1 2.259e+00 8.523e-01 2.650 0.011885 *
## ElDorado.l1 2.499e+00 8.813e-01 2.835 0.007461 **
## Shasta.l1 -3.356e+00 1.402e+00 -2.395 0.021968 *
## Madera.l1 8.072e+00 2.046e+00 3.946 0.000353 ***
## Kings.l1 1.182e+00 8.192e-01 1.443 0.157728
## Napa.l1 -2.752e-01 5.274e-01 -0.522 0.605081
## Humboldt.l1 8.983e-02 5.324e-01 0.169 0.866964
## Sutter.l1 -2.480e+00 1.260e+00 -1.969 0.056728 .
## Mendocino.l1 -4.074e-01 3.032e-01 -1.344 0.187448
## SanBenito.l1 1.696e+00 8.049e-01 2.107 0.042186 *
## LosAngeles.l2 -4.208e-02 4.858e-01 -0.087 0.931450
## SanDiego.l2 4.221e+00 1.042e+00 4.050 0.000260 ***
## Orange.l2 -2.930e-02 7.182e-01 -0.041 0.967686
## Riverside.l2 -3.189e+00 1.611e+00 -1.979 0.055471 .
## SanBernadino.l2 1.356e+00 8.477e-01 1.600 0.118338
## SantaClara.l2 -2.859e-01 3.456e-01 -0.827 0.413645
## Alameda.l2 1.844e+00 7.236e-01 2.548 0.015234 *
## Sacramento.l2 -6.421e+00 1.821e+00 -3.525 0.001174 **
## Fresno.l2 -8.359e-01 2.378e+00 -0.352 0.727250
## Kern.l2 1.827e+00 1.636e+00 1.117 0.271337
## SanFrancisco.l2 -4.036e-01 3.771e-01 -1.070 0.291643
## Ventura.l2 -2.410e+00 1.085e+00 -2.221 0.032760 *
## SanJoaquin.l2 2.698e-01 1.247e+00 0.216 0.829945
## SanMateo.l2 -5.591e-01 4.266e-01 -1.311 0.198305
## Stanislaus.l2 4.243e+00 1.259e+00 3.369 0.001809 **
## Sonoma.l2 -3.182e-02 6.887e-01 -0.046 0.963398
## Tulare.l2 -6.729e-01 2.456e+00 -0.274 0.785677
## Solano.l2 -2.731e-01 1.082e+00 -0.252 0.802100
## SantaBarbara.l2 8.416e-01 6.254e-01 1.346 0.186806
## Monterey.l2 -1.555e+00 7.184e-01 -2.164 0.037156 *
## Placer.l2 3.681e+00 1.643e+00 2.241 0.031302 *
## SanLuisObispo.l2 -8.615e-01 7.544e-01 -1.142 0.261039
## SantaCruz.l2 -5.887e-01 4.926e-01 -1.195 0.239847
## Marin.l2 1.143e-01 4.552e-01 0.251 0.803171
## Butte.l2 -2.259e-02 1.314e+00 -0.017 0.986377
## Yolo.l2 -2.364e-02 1.032e+00 -0.023 0.981851
## ElDorado.l2 -1.507e+00 8.526e-01 -1.767 0.085673 .
## Shasta.l2 2.201e+00 1.651e+00 1.333 0.191001
## Madera.l2 -3.374e+00 2.078e+00 -1.624 0.113135
## Kings.l2 1.021e+00 1.384e+00 0.738 0.465592
## Napa.l2 1.979e-01 5.785e-01 0.342 0.734224
## Humboldt.l2 -7.657e-01 7.329e-01 -1.045 0.303106
## Sutter.l2 6.355e-01 2.022e+00 0.314 0.755176
## Mendocino.l2 1.210e+00 3.910e-01 3.094 0.003809 **
## SanBenito.l2 2.564e-01 7.951e-01 0.322 0.749008
## LosAngeles.l3 -2.769e-01 6.245e-01 -0.443 0.660161
## SanDiego.l3 -1.192e+00 9.863e-01 -1.208 0.234789
## Orange.l3 2.228e+00 6.310e-01 3.531 0.001154 **
## Riverside.l3 -1.047e+00 1.145e+00 -0.915 0.366360
## SanBernadino.l3 -8.032e-01 9.281e-01 -0.865 0.392516
## SantaClara.l3 -3.814e-01 3.010e-01 -1.267 0.213224
## Alameda.l3 4.196e-01 7.210e-01 0.582 0.564180
## Sacramento.l3 2.905e-01 1.522e+00 0.191 0.849713
## Fresno.l3 4.423e+00 2.067e+00 2.140 0.039238 *
## Kern.l3 -2.623e+00 1.625e+00 -1.614 0.115295
## SanFrancisco.l3 1.438e+00 3.687e-01 3.900 0.000403 ***
## Ventura.l3 -2.257e+00 1.027e+00 -2.198 0.034488 *
## SanJoaquin.l3 6.415e-01 1.328e+00 0.483 0.631854
## SanMateo.l3 -9.237e-01 3.205e-01 -2.882 0.006616 **
## Stanislaus.l3 3.271e-01 1.500e+00 0.218 0.828615
## Sonoma.l3 -5.590e-01 7.244e-01 -0.772 0.445313
## Tulare.l3 7.933e-01 1.973e+00 0.402 0.689945
## Solano.l3 -5.559e-01 1.524e+00 -0.365 0.717336
## SantaBarbara.l3 1.441e-01 6.144e-01 0.235 0.815866
## Monterey.l3 2.290e-01 8.272e-01 0.277 0.783446
## Placer.l3 2.365e-01 9.330e-01 0.253 0.801362
## SanLuisObispo.l3 4.938e-01 9.561e-01 0.516 0.608666
## SantaCruz.l3 -5.874e-01 4.050e-01 -1.450 0.155597
## Marin.l3 -8.294e-02 4.993e-01 -0.166 0.868993
## Butte.l3 -2.259e-01 1.090e+00 -0.207 0.836980
## Yolo.l3 -2.246e+00 1.048e+00 -2.144 0.038897 *
## ElDorado.l3 -7.695e-01 8.457e-01 -0.910 0.368919
## Shasta.l3 3.271e+00 1.378e+00 2.373 0.023091 *
## Madera.l3 -1.810e+00 1.897e+00 -0.954 0.346409
## Kings.l3 -1.836e-01 1.385e+00 -0.133 0.895297
## Napa.l3 4.676e-01 6.421e-01 0.728 0.471203
## Humboldt.l3 1.550e+00 7.186e-01 2.157 0.037728 *
## Sutter.l3 -1.256e+00 2.322e+00 -0.541 0.591974
## Mendocino.l3 -2.638e-01 3.528e-01 -0.748 0.459517
## SanBenito.l3 -6.365e-01 9.572e-01 -0.665 0.510283
## LosAngeles.l4 -5.459e-01 5.555e-01 -0.983 0.332338
## SanDiego.l4 -9.261e-02 1.057e+00 -0.088 0.930692
## Orange.l4 2.889e-01 5.487e-01 0.527 0.601763
## Riverside.l4 -6.362e-01 1.663e+00 -0.382 0.704349
## SanBernadino.l4 -7.740e-01 1.022e+00 -0.757 0.453766
## SantaClara.l4 3.057e-01 3.295e-01 0.928 0.359692
## Alameda.l4 4.382e-01 5.910e-01 0.741 0.463251
## Sacramento.l4 1.838e+00 1.251e+00 1.469 0.150559
## Fresno.l4 -4.802e+00 1.471e+00 -3.264 0.002411 **
## Kern.l4 -6.210e-01 1.388e+00 -0.447 0.657318
## SanFrancisco.l4 -6.531e-01 3.258e-01 -2.005 0.052576 .
## Ventura.l4 -9.080e-01 1.028e+00 -0.883 0.383111
## SanJoaquin.l4 1.568e+00 1.358e+00 1.155 0.255882
## SanMateo.l4 -3.475e-02 2.940e-01 -0.118 0.906549
## Stanislaus.l4 1.955e+00 1.179e+00 1.659 0.105899
## Sonoma.l4 1.322e+00 6.143e-01 2.152 0.038153 *
## Tulare.l4 -1.016e-01 2.004e+00 -0.051 0.959865
## Solano.l4 2.380e+00 1.181e+00 2.015 0.051456 .
## SantaBarbara.l4 -2.263e-03 8.165e-01 -0.003 0.997804
## Monterey.l4 -8.669e-01 6.632e-01 -1.307 0.199482
## Placer.l4 -3.639e-01 1.133e+00 -0.321 0.749984
## SanLuisObispo.l4 -1.641e-01 9.680e-01 -0.170 0.866348
## SantaCruz.l4 1.082e-01 3.620e-01 0.299 0.766646
## Marin.l4 -7.126e-01 3.706e-01 -1.923 0.062482 .
## Butte.l4 7.852e-01 1.103e+00 0.712 0.481273
## Yolo.l4 -6.966e-01 1.502e+00 -0.464 0.645710
## ElDorado.l4 1.687e+00 7.804e-01 2.162 0.037352 *
## Shasta.l4 2.045e+00 1.506e+00 1.358 0.183024
## Madera.l4 4.873e-01 2.099e+00 0.232 0.817708
## Kings.l4 6.047e-01 1.504e+00 0.402 0.689984
## Napa.l4 -6.220e-01 6.009e-01 -1.035 0.307576
## Humboldt.l4 4.392e-01 5.871e-01 0.748 0.459285
## Sutter.l4 -1.941e+00 2.414e+00 -0.804 0.426738
## Mendocino.l4 -6.417e-01 4.491e-01 -1.429 0.161671
## SanBenito.l4 1.338e-01 1.013e+00 0.132 0.895669
## LosAngeles.l5 -2.231e-01 5.030e-01 -0.443 0.660106
## SanDiego.l5 1.867e+00 9.399e-01 1.986 0.054660 .
## Orange.l5 6.457e-02 5.617e-01 0.115 0.909131
## Riverside.l5 2.660e+00 1.246e+00 2.135 0.039629 *
## SanBernadino.l5 5.416e-01 9.781e-01 0.554 0.583221
## SantaClara.l5 2.393e-01 3.299e-01 0.725 0.472841
## Alameda.l5 -5.888e-01 5.018e-01 -1.173 0.248347
## Sacramento.l5 -3.799e-02 1.458e+00 -0.026 0.979353
## Fresno.l5 -2.859e+00 1.919e+00 -1.490 0.145052
## Kern.l5 2.269e+00 1.683e+00 1.349 0.185871
## SanFrancisco.l5 1.024e-01 2.936e-01 0.349 0.729387
## Ventura.l5 -1.476e-02 7.712e-01 -0.019 0.984834
## SanJoaquin.l5 -2.658e+00 1.332e+00 -1.995 0.053660 .
## SanMateo.l5 5.872e-01 3.813e-01 1.540 0.132265
## Stanislaus.l5 1.877e+00 1.179e+00 1.592 0.120197
## Sonoma.l5 1.022e+00 6.905e-01 1.480 0.147541
## Tulare.l5 -1.018e-01 2.627e+00 -0.039 0.969302
## Solano.l5 2.257e+00 1.118e+00 2.019 0.051033 .
## SantaBarbara.l5 1.116e+00 7.367e-01 1.515 0.138619
## Monterey.l5 -2.384e+00 5.601e-01 -4.257 0.000141 ***
## Placer.l5 1.001e+00 9.885e-01 1.013 0.317855
## SanLuisObispo.l5 1.392e+00 8.739e-01 1.592 0.120043
## SantaCruz.l5 -3.419e-01 3.056e-01 -1.119 0.270714
## Marin.l5 -3.556e-01 2.919e-01 -1.218 0.231029
## Butte.l5 -1.892e+00 1.702e+00 -1.112 0.273650
## Yolo.l5 -4.234e+00 1.471e+00 -2.878 0.006692 **
## ElDorado.l5 -4.067e-01 9.956e-01 -0.408 0.685349
## Shasta.l5 1.838e+00 1.501e+00 1.224 0.228797
## Madera.l5 2.509e-01 2.041e+00 0.123 0.902843
## Kings.l5 1.237e+00 1.396e+00 0.886 0.381494
## Napa.l5 -6.437e-01 5.817e-01 -1.107 0.275797
## Humboldt.l5 7.507e-01 5.928e-01 1.266 0.213509
## Sutter.l5 1.961e-01 1.703e+00 0.115 0.908966
## Mendocino.l5 9.713e-01 5.125e-01 1.895 0.066105 .
## SanBenito.l5 -1.183e+00 1.044e+00 -1.133 0.264526
## LosAngeles.l6 -1.629e+00 5.182e-01 -3.144 0.003328 **
## SanDiego.l6 -9.832e-02 7.619e-01 -0.129 0.898029
## Orange.l6 1.838e+00 5.230e-01 3.514 0.001209 **
## Riverside.l6 1.264e+00 1.580e+00 0.800 0.429027
## SanBernadino.l6 -9.702e-01 1.073e+00 -0.904 0.371915
## SantaClara.l6 -1.345e-01 2.191e-01 -0.614 0.543102
## Alameda.l6 -3.689e-01 4.431e-01 -0.833 0.410568
## Sacramento.l6 1.661e+00 1.363e+00 1.218 0.231176
## Fresno.l6 -1.100e-01 1.449e+00 -0.076 0.939873
## Kern.l6 8.585e-01 1.423e+00 0.603 0.549965
## SanFrancisco.l6 9.882e-01 3.205e-01 3.084 0.003913 **
## Ventura.l6 -3.721e+00 1.199e+00 -3.103 0.003715 **
## SanJoaquin.l6 -9.094e-01 1.100e+00 -0.826 0.414007
## SanMateo.l6 -5.026e-01 3.272e-01 -1.536 0.133250
## Stanislaus.l6 1.368e+00 1.577e+00 0.868 0.391263
## Sonoma.l6 1.942e+00 7.307e-01 2.658 0.011640 *
## Tulare.l6 5.494e+00 2.166e+00 2.537 0.015657 *
## Solano.l6 2.601e-01 8.081e-01 0.322 0.749442
## SantaBarbara.l6 -9.443e-01 8.474e-01 -1.114 0.272546
## Monterey.l6 -5.562e-01 4.940e-01 -1.126 0.267653
## Placer.l6 -1.027e+00 1.213e+00 -0.847 0.402461
## SanLuisObispo.l6 -1.833e-01 7.279e-01 -0.252 0.802651
## SantaCruz.l6 6.024e-01 2.845e-01 2.117 0.041205 *
## Marin.l6 -3.201e-03 2.895e-01 -0.011 0.991239
## Butte.l6 -2.816e+00 1.213e+00 -2.321 0.026052 *
## Yolo.l6 1.275e+00 1.167e+00 1.092 0.282209
## ElDorado.l6 -6.304e-01 8.241e-01 -0.765 0.449289
## Shasta.l6 2.744e+00 1.403e+00 1.956 0.058317 .
## Madera.l6 -3.802e+00 1.878e+00 -2.025 0.050363 .
## Kings.l6 -2.321e+00 1.166e+00 -1.991 0.054150 .
## Napa.l6 4.915e-02 7.015e-01 0.070 0.944532
## Humboldt.l6 1.642e-02 6.521e-01 0.025 0.980054
## Sutter.l6 2.400e+00 1.651e+00 1.454 0.154579
## Mendocino.l6 1.081e+00 3.753e-01 2.881 0.006648 **
## SanBenito.l6 -8.402e-01 5.462e-01 -1.538 0.132722
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 844.6 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 1.507e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Alameda:
## ========================================
## Alameda = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.904146 0.257354 3.513 0.001213 **
## SanDiego.l1 0.270683 0.539909 0.501 0.619177
## Orange.l1 0.095604 0.355973 0.269 0.789794
## Riverside.l1 -0.108635 0.891547 -0.122 0.903696
## SanBernadino.l1 -0.985053 0.477165 -2.064 0.046243 *
## SantaClara.l1 -0.092002 0.111444 -0.826 0.414502
## Alameda.l1 1.137942 0.374874 3.036 0.004443 **
## Sacramento.l1 0.229371 1.031416 0.222 0.825271
## Fresno.l1 -0.663872 0.681837 -0.974 0.336726
## Kern.l1 0.573949 0.566331 1.013 0.317607
## SanFrancisco.l1 -0.469658 0.121784 -3.856 0.000457 ***
## Ventura.l1 -0.248554 0.341552 -0.728 0.471492
## SanJoaquin.l1 0.610862 0.447766 1.364 0.180959
## SanMateo.l1 0.074545 0.173248 0.430 0.669555
## Stanislaus.l1 0.531425 0.598524 0.888 0.380493
## Sonoma.l1 -0.448542 0.310544 -1.444 0.157282
## Tulare.l1 0.550164 1.047845 0.525 0.602772
## Solano.l1 -1.182353 0.507235 -2.331 0.025471 *
## SantaBarbara.l1 -0.304390 0.277125 -1.098 0.279329
## Monterey.l1 -0.354695 0.377795 -0.939 0.354061
## Placer.l1 0.059901 0.837095 0.072 0.943349
## SanLuisObispo.l1 -0.671121 0.370245 -1.813 0.078233 .
## SantaCruz.l1 0.416325 0.200904 2.072 0.045462 *
## Marin.l1 0.002090 0.183968 0.011 0.990998
## Butte.l1 0.874252 0.614892 1.422 0.163691
## Yolo.l1 0.011964 0.443221 0.027 0.978614
## ElDorado.l1 0.360195 0.458273 0.786 0.437021
## Shasta.l1 -0.933761 0.728882 -1.281 0.208355
## Madera.l1 1.450781 1.063700 1.364 0.181066
## Kings.l1 0.059756 0.426015 0.140 0.889231
## Napa.l1 0.084412 0.274272 0.308 0.760033
## Humboldt.l1 -0.069750 0.276858 -0.252 0.802524
## Sutter.l1 -2.302701 0.655198 -3.515 0.001209 **
## Mendocino.l1 0.092255 0.157681 0.585 0.562146
## SanBenito.l1 1.181242 0.418578 2.822 0.007721 **
## LosAngeles.l2 -0.243294 0.252637 -0.963 0.341962
## SanDiego.l2 1.525510 0.541970 2.815 0.007866 **
## Orange.l2 -0.293053 0.373462 -0.785 0.437767
## Riverside.l2 -0.706724 0.837720 -0.844 0.404448
## SanBernadino.l2 0.490624 0.440830 1.113 0.273105
## SantaClara.l2 -0.324494 0.179730 -1.805 0.079372 .
## Alameda.l2 1.105515 0.376282 2.938 0.005732 **
## Sacramento.l2 -2.664285 0.947201 -2.813 0.007905 **
## Fresno.l2 1.105385 1.236527 0.894 0.377290
## Kern.l2 0.323542 0.850667 0.380 0.705928
## SanFrancisco.l2 -0.164196 0.196103 -0.837 0.407952
## Ventura.l2 -1.670093 0.564307 -2.960 0.005420 **
## SanJoaquin.l2 -0.806232 0.648404 -1.243 0.221754
## SanMateo.l2 -0.372537 0.221862 -1.679 0.101785
## Stanislaus.l2 2.230843 0.654839 3.407 0.001631 **
## Sonoma.l2 0.203602 0.358118 0.569 0.573202
## Tulare.l2 -0.753907 1.277172 -0.590 0.558681
## Solano.l2 0.382364 0.562455 0.680 0.500972
## SantaBarbara.l2 0.382156 0.325199 1.175 0.247651
## Monterey.l2 -0.674019 0.373564 -1.804 0.079557 .
## Placer.l2 1.590617 0.854226 1.862 0.070774 .
## SanLuisObispo.l2 -0.075675 0.392304 -0.193 0.848122
## SantaCruz.l2 -0.300146 0.256165 -1.172 0.249018
## Marin.l2 0.031533 0.236714 0.133 0.894769
## Butte.l2 -0.002569 0.683229 -0.004 0.997021
## Yolo.l2 1.105050 0.536636 2.059 0.046763 *
## ElDorado.l2 0.045426 0.443385 0.102 0.918965
## Shasta.l2 -1.745218 0.858784 -2.032 0.049562 *
## Madera.l2 0.949589 1.080564 0.879 0.385343
## Kings.l2 0.066405 0.719948 0.092 0.927022
## Napa.l2 -0.044047 0.300832 -0.146 0.884409
## Humboldt.l2 -0.243284 0.381097 -0.638 0.527267
## Sutter.l2 -0.680206 1.051702 -0.647 0.521885
## Mendocino.l2 0.244171 0.203329 1.201 0.237645
## SanBenito.l2 -0.138751 0.413482 -0.336 0.739145
## LosAngeles.l3 0.021668 0.324747 0.067 0.947172
## SanDiego.l3 -0.308871 0.512900 -0.602 0.550812
## Orange.l3 0.345202 0.328139 1.052 0.299811
## Riverside.l3 -0.298315 0.595291 -0.501 0.619334
## SanBernadino.l3 -0.497053 0.482608 -1.030 0.309914
## SantaClara.l3 0.337807 0.156527 2.158 0.037663 *
## Alameda.l3 0.369375 0.374929 0.985 0.331108
## Sacramento.l3 -0.161613 0.791622 -0.204 0.839382
## Fresno.l3 -0.246475 1.074985 -0.229 0.819947
## Kern.l3 -1.052867 0.845215 -1.246 0.220929
## SanFrancisco.l3 0.356514 0.191710 1.860 0.071122 .
## Ventura.l3 -0.169243 0.533989 -0.317 0.753119
## SanJoaquin.l3 -0.201365 0.690323 -0.292 0.772193
## SanMateo.l3 -0.233194 0.166643 -1.399 0.170260
## Stanislaus.l3 -0.227600 0.779940 -0.292 0.772102
## Sonoma.l3 0.099171 0.376703 0.263 0.793851
## Tulare.l3 0.221832 1.025768 0.216 0.830006
## Solano.l3 -0.708084 0.792300 -0.894 0.377415
## SantaBarbara.l3 0.434456 0.319475 1.360 0.182316
## Monterey.l3 -0.087838 0.430147 -0.204 0.839344
## Placer.l3 -0.948235 0.485149 -1.955 0.058440 .
## SanLuisObispo.l3 0.488365 0.497164 0.982 0.332507
## SantaCruz.l3 -0.423322 0.210610 -2.010 0.051973 .
## Marin.l3 0.105500 0.259631 0.406 0.686895
## Butte.l3 -0.878218 0.566696 -1.550 0.129957
## Yolo.l3 -0.475292 0.544855 -0.872 0.388811
## ElDorado.l3 -0.593109 0.439762 -1.349 0.185856
## Shasta.l3 2.292142 0.716640 3.198 0.002879 **
## Madera.l3 0.148981 0.986277 0.151 0.880776
## Kings.l3 -0.543661 0.720264 -0.755 0.455274
## Napa.l3 0.051156 0.333896 0.153 0.879088
## Humboldt.l3 0.949370 0.373676 2.541 0.015521 *
## Sutter.l3 -0.460472 1.207721 -0.381 0.705241
## Mendocino.l3 -0.279485 0.183481 -1.523 0.136436
## SanBenito.l3 -0.456844 0.497735 -0.918 0.364808
## LosAngeles.l4 -0.050362 0.288866 -0.174 0.862571
## SanDiego.l4 -1.580537 0.549846 -2.875 0.006752 **
## Orange.l4 0.108110 0.285354 0.379 0.707015
## Riverside.l4 0.736331 0.865010 0.851 0.400263
## SanBernadino.l4 -0.629008 0.531437 -1.184 0.244330
## SantaClara.l4 -0.221224 0.171333 -1.291 0.204867
## Alameda.l4 0.319687 0.307334 1.040 0.305185
## Sacramento.l4 0.280273 0.650604 0.431 0.669190
## Fresno.l4 -1.571280 0.765051 -2.054 0.047310 *
## Kern.l4 -0.021461 0.721886 -0.030 0.976448
## SanFrancisco.l4 -0.094027 0.169431 -0.555 0.582358
## Ventura.l4 -0.251195 0.534758 -0.470 0.641377
## SanJoaquin.l4 1.663492 0.706231 2.355 0.024068 *
## SanMateo.l4 0.019846 0.152870 0.130 0.897430
## Stanislaus.l4 2.342862 0.613077 3.821 0.000506 ***
## Sonoma.l4 -0.410142 0.319436 -1.284 0.207359
## Tulare.l4 -0.952008 1.042305 -0.913 0.367126
## Solano.l4 1.124308 0.614305 1.830 0.075508 .
## SantaBarbara.l4 0.308257 0.424586 0.726 0.472521
## Monterey.l4 0.143653 0.344878 0.417 0.679494
## Placer.l4 0.451112 0.589308 0.765 0.448967
## SanLuisObispo.l4 -0.128709 0.503379 -0.256 0.799645
## SantaCruz.l4 0.541163 0.188249 2.875 0.006749 **
## Marin.l4 -0.480336 0.192736 -2.492 0.017436 *
## Butte.l4 0.736200 0.573799 1.283 0.207682
## Yolo.l4 -0.905830 0.781317 -1.159 0.253940
## ElDorado.l4 0.322118 0.405833 0.794 0.432560
## Shasta.l4 0.999030 0.783237 1.276 0.210297
## Madera.l4 -2.084786 1.091357 -1.910 0.064090 .
## Kings.l4 0.429466 0.782033 0.549 0.586282
## Napa.l4 0.056404 0.312495 0.180 0.857777
## Humboldt.l4 0.116397 0.305294 0.381 0.705251
## Sutter.l4 0.809936 1.255409 0.645 0.522916
## Mendocino.l4 0.547562 0.233530 2.345 0.024675 *
## SanBenito.l4 0.038894 0.526994 0.074 0.941575
## LosAngeles.l5 -0.226925 0.261585 -0.868 0.391413
## SanDiego.l5 1.321797 0.488752 2.704 0.010383 *
## Orange.l5 0.237959 0.292117 0.815 0.420657
## Riverside.l5 1.390320 0.647756 2.146 0.038657 *
## SanBernadino.l5 -0.208403 0.508624 -0.410 0.684426
## SantaClara.l5 -0.090096 0.171529 -0.525 0.602627
## Alameda.l5 -0.412795 0.260936 -1.582 0.122401
## Sacramento.l5 -0.094800 0.758051 -0.125 0.901174
## Fresno.l5 -1.611405 0.997976 -1.615 0.115114
## Kern.l5 1.011816 0.875028 1.156 0.255164
## SanFrancisco.l5 -0.036215 0.152697 -0.237 0.813871
## Ventura.l5 -0.109249 0.401039 -0.272 0.786859
## SanJoaquin.l5 -1.359211 0.692764 -1.962 0.057528 .
## SanMateo.l5 0.222676 0.198261 1.123 0.268810
## Stanislaus.l5 0.069429 0.613226 0.113 0.910486
## Sonoma.l5 0.821804 0.359075 2.289 0.028072 *
## Tulare.l5 -1.201550 1.365877 -0.880 0.384861
## Solano.l5 0.328970 0.581546 0.566 0.575119
## SantaBarbara.l5 0.308874 0.383079 0.806 0.425368
## Monterey.l5 -0.663965 0.291245 -2.280 0.028650 *
## Placer.l5 0.072318 0.514037 0.141 0.888903
## SanLuisObispo.l5 0.978965 0.454441 2.154 0.037991 *
## SantaCruz.l5 -0.342774 0.158935 -2.157 0.037783 *
## Marin.l5 -0.208765 0.151784 -1.375 0.177503
## Butte.l5 0.240758 0.885064 0.272 0.787158
## Yolo.l5 -1.138125 0.765068 -1.488 0.145561
## ElDorado.l5 -0.051868 0.517708 -0.100 0.920751
## Shasta.l5 -0.184122 0.780546 -0.236 0.814855
## Madera.l5 2.062324 1.061184 1.943 0.059816 .
## Kings.l5 0.507284 0.725997 0.699 0.489204
## Napa.l5 -0.127531 0.302477 -0.422 0.675807
## Humboldt.l5 0.296365 0.308255 0.961 0.342751
## Sutter.l5 -1.348242 0.885567 -1.522 0.136630
## Mendocino.l5 0.148556 0.266497 0.557 0.580676
## SanBenito.l5 -0.139976 0.542754 -0.258 0.797954
## LosAngeles.l6 0.381161 0.269476 1.414 0.165821
## SanDiego.l6 0.861319 0.396173 2.174 0.036352 *
## Orange.l6 0.833425 0.271983 3.064 0.004119 **
## Riverside.l6 -1.402642 0.821853 -1.707 0.096495 .
## SanBernadino.l6 -0.659727 0.558012 -1.182 0.244844
## SantaClara.l6 -0.017942 0.113927 -0.157 0.875744
## Alameda.l6 -0.227101 0.230426 -0.986 0.330923
## Sacramento.l6 1.137127 0.709010 1.604 0.117492
## Fresno.l6 1.090685 0.753301 1.448 0.156306
## Kern.l6 -0.039164 0.739763 -0.053 0.958071
## SanFrancisco.l6 0.442818 0.166646 2.657 0.011673 *
## Ventura.l6 -2.240492 0.623474 -3.594 0.000968 ***
## SanJoaquin.l6 -1.673921 0.572235 -2.925 0.005925 **
## SanMateo.l6 -0.248557 0.170131 -1.461 0.152697
## Stanislaus.l6 0.851228 0.819863 1.038 0.306074
## Sonoma.l6 0.783668 0.379955 2.063 0.046429 *
## Tulare.l6 2.535386 1.126158 2.251 0.030561 *
## Solano.l6 0.681335 0.420233 1.621 0.113675
## SantaBarbara.l6 -0.841490 0.440682 -1.910 0.064190 .
## Monterey.l6 0.056621 0.256888 0.220 0.826796
## Placer.l6 0.600306 0.630520 0.952 0.347404
## SanLuisObispo.l6 -0.102883 0.378504 -0.272 0.787317
## SantaCruz.l6 0.058738 0.147949 0.397 0.693701
## Marin.l6 -0.040931 0.150547 -0.272 0.787268
## Butte.l6 -2.529478 0.630824 -4.010 0.000293 ***
## Yolo.l6 -0.331269 0.607112 -0.546 0.588673
## ElDorado.l6 -0.534340 0.428536 -1.247 0.220487
## Shasta.l6 2.080158 0.729664 2.851 0.007174 **
## Madera.l6 -1.069289 0.976440 -1.095 0.280750
## Kings.l6 -0.710982 0.606205 -1.173 0.248562
## Napa.l6 0.125757 0.364767 0.345 0.732282
## Humboldt.l6 -0.154849 0.339125 -0.457 0.650692
## Sutter.l6 1.655862 0.858367 1.929 0.061633 .
## Mendocino.l6 0.617442 0.195151 3.164 0.003159 **
## SanBenito.l6 -0.246208 0.284034 -0.867 0.391778
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 439.2 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 3.178e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Sacramento:
## ===========================================
## Sacramento = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.264233 0.083743 3.155 0.003233 **
## SanDiego.l1 0.186498 0.175687 1.062 0.295515
## Orange.l1 -0.058642 0.115834 -0.506 0.615763
## Riverside.l1 0.206600 0.290110 0.712 0.480965
## SanBernadino.l1 -0.499761 0.155270 -3.219 0.002727 **
## SantaClara.l1 -0.044503 0.036264 -1.227 0.227710
## Alameda.l1 0.126800 0.121984 1.039 0.305514
## Sacramento.l1 0.530299 0.335623 1.580 0.122844
## Fresno.l1 -0.677361 0.221870 -3.053 0.004243 **
## Kern.l1 -0.107544 0.184284 -0.584 0.563145
## SanFrancisco.l1 -0.075481 0.039629 -1.905 0.064831 .
## Ventura.l1 0.234707 0.111141 2.112 0.041711 *
## SanJoaquin.l1 0.151416 0.145703 1.039 0.305637
## SanMateo.l1 -0.005149 0.056375 -0.091 0.927736
## Stanislaus.l1 0.412425 0.194760 2.118 0.041182 *
## Sonoma.l1 0.001863 0.101051 0.018 0.985389
## Tulare.l1 1.361881 0.340969 3.994 0.000307 ***
## Solano.l1 -0.422001 0.165054 -2.557 0.014927 *
## SantaBarbara.l1 0.010246 0.090177 0.114 0.910172
## Monterey.l1 -0.206776 0.122935 -1.682 0.101225
## Placer.l1 0.106370 0.272391 0.391 0.698464
## SanLuisObispo.l1 -0.291747 0.120478 -2.422 0.020618 *
## SantaCruz.l1 0.110084 0.065374 1.684 0.100852
## Marin.l1 -0.070772 0.059863 -1.182 0.244867
## Butte.l1 0.177242 0.200086 0.886 0.381588
## Yolo.l1 0.165493 0.144224 1.147 0.258755
## ElDorado.l1 -0.337182 0.149122 -2.261 0.029892 *
## Shasta.l1 -0.188810 0.237178 -0.796 0.431211
## Madera.l1 0.486890 0.346128 1.407 0.168098
## Kings.l1 0.116532 0.138625 0.841 0.406107
## Napa.l1 0.150328 0.089248 1.684 0.100760
## Humboldt.l1 -0.282269 0.090090 -3.133 0.003430 **
## Sutter.l1 -0.805644 0.213202 -3.779 0.000572 ***
## Mendocino.l1 0.032588 0.051309 0.635 0.529367
## SanBenito.l1 0.377453 0.136205 2.771 0.008782 **
## LosAngeles.l2 -0.180559 0.082208 -2.196 0.034590 *
## SanDiego.l2 0.229982 0.176357 1.304 0.200487
## Orange.l2 0.033610 0.121525 0.277 0.783693
## Riverside.l2 0.107518 0.272594 0.394 0.695595
## SanBernadino.l2 0.177290 0.143446 1.236 0.224487
## SantaClara.l2 -0.052576 0.058484 -0.899 0.374640
## Alameda.l2 0.300194 0.122442 2.452 0.019201 *
## Sacramento.l2 -1.218322 0.308220 -3.953 0.000346 ***
## Fresno.l2 0.811903 0.402366 2.018 0.051111 .
## Kern.l2 0.223913 0.276807 0.809 0.423878
## SanFrancisco.l2 0.023485 0.063812 0.368 0.715002
## Ventura.l2 -0.843955 0.183626 -4.596 5.13e-05 ***
## SanJoaquin.l2 -0.351065 0.210991 -1.664 0.104817
## SanMateo.l2 -0.044055 0.072194 -0.610 0.545542
## Stanislaus.l2 0.611981 0.213085 2.872 0.006796 **
## Sonoma.l2 0.208215 0.116532 1.787 0.082399 .
## Tulare.l2 -0.688675 0.415592 -1.657 0.106192
## Solano.l2 0.014904 0.183023 0.081 0.935550
## SantaBarbara.l2 0.013104 0.105820 0.124 0.902135
## Monterey.l2 0.020625 0.121558 0.170 0.866220
## Placer.l2 0.580924 0.277965 2.090 0.043751 *
## SanLuisObispo.l2 0.106592 0.127656 0.835 0.409228
## SantaCruz.l2 -0.068438 0.083356 -0.821 0.417031
## Marin.l2 -0.089949 0.077027 -1.168 0.250581
## Butte.l2 -0.022951 0.222323 -0.103 0.918350
## Yolo.l2 0.425313 0.174622 2.436 0.019946 *
## ElDorado.l2 -0.089037 0.144278 -0.617 0.541037
## Shasta.l2 -0.425794 0.279449 -1.524 0.136322
## Madera.l2 -0.043328 0.351616 -0.123 0.902614
## Kings.l2 -0.238281 0.234271 -1.017 0.315886
## Napa.l2 0.035266 0.097891 0.360 0.720758
## Humboldt.l2 -0.053821 0.124009 -0.434 0.666869
## Sutter.l2 -0.156439 0.342224 -0.457 0.650327
## Mendocino.l2 0.037006 0.066163 0.559 0.579409
## SanBenito.l2 0.220348 0.134547 1.638 0.110196
## LosAngeles.l3 0.206653 0.105673 1.956 0.058310 .
## SanDiego.l3 -0.148956 0.166898 -0.892 0.378052
## Orange.l3 0.058741 0.106777 0.550 0.585630
## Riverside.l3 -0.407944 0.193708 -2.106 0.042245 *
## SanBernadino.l3 0.151431 0.157041 0.964 0.341340
## SantaClara.l3 -0.009510 0.050934 -0.187 0.852934
## Alameda.l3 0.127913 0.122002 1.048 0.301418
## Sacramento.l3 0.215503 0.257594 0.837 0.408338
## Fresno.l3 0.159965 0.349800 0.457 0.650201
## Kern.l3 -0.297985 0.275033 -1.083 0.285812
## SanFrancisco.l3 -0.045335 0.062382 -0.727 0.472089
## Ventura.l3 0.046646 0.173760 0.268 0.789884
## SanJoaquin.l3 -0.122318 0.224631 -0.545 0.589436
## SanMateo.l3 -0.066061 0.054226 -1.218 0.231045
## Stanislaus.l3 -0.356213 0.253793 -1.404 0.169018
## Sonoma.l3 0.067370 0.122579 0.550 0.585984
## Tulare.l3 -0.501186 0.333785 -1.502 0.141942
## Solano.l3 -0.378787 0.257815 -1.469 0.150458
## SantaBarbara.l3 -0.155687 0.103957 -1.498 0.142954
## Monterey.l3 0.197051 0.139970 1.408 0.167764
## Placer.l3 -0.364328 0.157868 -2.308 0.026868 *
## SanLuisObispo.l3 0.255163 0.161777 1.577 0.123486
## SantaCruz.l3 -0.054252 0.068533 -0.792 0.433766
## Marin.l3 0.089381 0.084484 1.058 0.297121
## Butte.l3 -0.503070 0.184403 -2.728 0.009787 **
## Yolo.l3 -0.405148 0.177296 -2.285 0.028299 *
## ElDorado.l3 0.449627 0.143099 3.142 0.003349 **
## Shasta.l3 0.178311 0.233195 0.765 0.449467
## Madera.l3 0.113714 0.320935 0.354 0.725166
## Kings.l3 0.247110 0.234374 1.054 0.298752
## Napa.l3 0.093233 0.108650 0.858 0.396509
## Humboldt.l3 0.276765 0.121594 2.276 0.028888 *
## Sutter.l3 -0.121968 0.392993 -0.310 0.758080
## Mendocino.l3 -0.181055 0.059705 -3.032 0.004478 **
## SanBenito.l3 -0.059537 0.161963 -0.368 0.715326
## LosAngeles.l4 0.015411 0.093997 0.164 0.870688
## SanDiego.l4 -0.502081 0.178920 -2.806 0.008039 **
## Orange.l4 -0.066820 0.092854 -0.720 0.476407
## Riverside.l4 -0.040143 0.281475 -0.143 0.887388
## SanBernadino.l4 -0.434631 0.172930 -2.513 0.016575 *
## SantaClara.l4 -0.004227 0.055752 -0.076 0.939986
## Alameda.l4 -0.182210 0.100007 -1.822 0.076775 .
## Sacramento.l4 0.152985 0.211707 0.723 0.474578
## Fresno.l4 -0.573167 0.248948 -2.302 0.027206 *
## Kern.l4 0.247469 0.234902 1.053 0.299132
## SanFrancisco.l4 -0.070809 0.055133 -1.284 0.207227
## Ventura.l4 0.461808 0.174010 2.654 0.011769 *
## SanJoaquin.l4 0.023431 0.229808 0.102 0.919356
## SanMateo.l4 0.069546 0.049744 1.398 0.170642
## Stanislaus.l4 0.488866 0.199495 2.451 0.019256 *
## Sonoma.l4 -0.052092 0.103945 -0.501 0.619317
## Tulare.l4 -0.449259 0.339166 -1.325 0.193652
## Solano.l4 0.598482 0.199895 2.994 0.004954 **
## SantaBarbara.l4 0.142181 0.138160 1.029 0.310298
## Monterey.l4 0.226865 0.112223 2.022 0.050705 .
## Placer.l4 0.116609 0.191761 0.608 0.546943
## SanLuisObispo.l4 -0.230275 0.163800 -1.406 0.168346
## SantaCruz.l4 0.003803 0.061256 0.062 0.950834
## Marin.l4 -0.098934 0.062716 -1.577 0.123433
## Butte.l4 0.379016 0.186715 2.030 0.049805 *
## Yolo.l4 0.475610 0.254241 1.871 0.069532 .
## ElDorado.l4 -0.149363 0.132058 -1.131 0.265517
## Shasta.l4 0.449841 0.254866 1.765 0.086044 .
## Madera.l4 0.222873 0.355128 0.628 0.534236
## Kings.l4 -0.004979 0.254474 -0.020 0.984497
## Napa.l4 0.051228 0.101686 0.504 0.617479
## Humboldt.l4 -0.010830 0.099343 -0.109 0.913792
## Sutter.l4 0.365482 0.408511 0.895 0.376906
## Mendocino.l4 0.301752 0.075991 3.971 0.000328 ***
## SanBenito.l4 -0.302185 0.171484 -1.762 0.086530 .
## LosAngeles.l5 -0.201556 0.085120 -2.368 0.023381 *
## SanDiego.l5 0.613911 0.159040 3.860 0.000453 ***
## Orange.l5 0.186059 0.095055 1.957 0.058090 .
## Riverside.l5 0.401374 0.210780 1.904 0.064896 .
## SanBernadino.l5 0.037985 0.165506 0.230 0.819775
## SantaClara.l5 0.094697 0.055816 1.697 0.098403 .
## Alameda.l5 0.022905 0.084909 0.270 0.788881
## Sacramento.l5 0.164827 0.246670 0.668 0.508262
## Fresno.l5 -0.552551 0.324742 -1.702 0.097470 .
## Kern.l5 -0.117212 0.284734 -0.412 0.683034
## SanFrancisco.l5 0.005966 0.049688 0.120 0.905090
## Ventura.l5 -0.478388 0.130498 -3.666 0.000789 ***
## SanJoaquin.l5 0.078953 0.225426 0.350 0.728199
## SanMateo.l5 0.102128 0.064514 1.583 0.122159
## Stanislaus.l5 -0.556730 0.199544 -2.790 0.008375 **
## Sonoma.l5 -0.278544 0.116843 -2.384 0.022524 *
## Tulare.l5 -0.239739 0.444457 -0.539 0.592933
## Solano.l5 0.089326 0.189235 0.472 0.639750
## SantaBarbara.l5 0.028107 0.124654 0.225 0.822882
## Monterey.l5 -0.197517 0.094771 -2.084 0.044305 *
## Placer.l5 0.253887 0.167268 1.518 0.137787
## SanLuisObispo.l5 0.287970 0.147875 1.947 0.059321 .
## SantaCruz.l5 -0.076677 0.051717 -1.483 0.146879
## Marin.l5 -0.138615 0.049391 -2.807 0.008032 **
## Butte.l5 0.347989 0.288000 1.208 0.234811
## Yolo.l5 -0.382781 0.248953 -1.538 0.132900
## ElDorado.l5 -0.258817 0.168462 -1.536 0.133197
## Shasta.l5 0.190256 0.253990 0.749 0.458681
## Madera.l5 -0.029198 0.345310 -0.085 0.933083
## Kings.l5 -0.073538 0.236240 -0.311 0.757379
## Napa.l5 -0.085528 0.098426 -0.869 0.390629
## Humboldt.l5 -0.084364 0.100306 -0.841 0.405865
## Sutter.l5 0.006629 0.288164 0.023 0.981774
## Mendocino.l5 -0.048454 0.086718 -0.559 0.579788
## SanBenito.l5 0.276684 0.176612 1.567 0.125954
## LosAngeles.l6 0.098572 0.087688 1.124 0.268402
## SanDiego.l6 0.164544 0.128915 1.276 0.209995
## Orange.l6 0.175620 0.088503 1.984 0.054882 .
## Riverside.l6 -0.465817 0.267431 -1.742 0.090080 .
## SanBernadino.l6 0.092009 0.181577 0.507 0.615442
## SantaClara.l6 -0.105889 0.037072 -2.856 0.007075 **
## Alameda.l6 -0.047958 0.074981 -0.640 0.526478
## Sacramento.l6 -0.343130 0.230712 -1.487 0.145653
## Fresno.l6 0.420623 0.245124 1.716 0.094765 .
## Kern.l6 -0.220067 0.240719 -0.914 0.366691
## SanFrancisco.l6 0.115808 0.054227 2.136 0.039583 *
## Ventura.l6 -0.517521 0.202879 -2.551 0.015140 *
## SanJoaquin.l6 0.023442 0.186206 0.126 0.900517
## SanMateo.l6 -0.046108 0.055361 -0.833 0.410413
## Stanislaus.l6 0.110357 0.266784 0.414 0.681579
## Sonoma.l6 0.228335 0.123637 1.847 0.073008 .
## Tulare.l6 0.506327 0.366452 1.382 0.175579
## Solano.l6 0.094937 0.136744 0.694 0.491971
## SantaBarbara.l6 -0.179598 0.143398 -1.252 0.218483
## Monterey.l6 0.070814 0.083591 0.847 0.402512
## Placer.l6 0.413858 0.205171 2.017 0.051185 .
## SanLuisObispo.l6 -0.081949 0.123165 -0.665 0.510060
## SantaCruz.l6 0.157833 0.048143 3.278 0.002319 **
## Marin.l6 -0.050458 0.048988 -1.030 0.309879
## Butte.l6 -0.442898 0.205270 -2.158 0.037705 *
## Yolo.l6 -0.281378 0.197554 -1.424 0.162969
## ElDorado.l6 -0.012292 0.139446 -0.088 0.930248
## Shasta.l6 0.653904 0.237433 2.754 0.009170 **
## Madera.l6 -0.417459 0.317734 -1.314 0.197203
## Kings.l6 0.283405 0.197259 1.437 0.159433
## Napa.l6 0.042245 0.118695 0.356 0.723987
## Humboldt.l6 -0.194324 0.110352 -1.761 0.086740 .
## Sutter.l6 0.115177 0.279313 0.412 0.682523
## Mendocino.l6 0.113492 0.063502 1.787 0.082325 .
## SanBenito.l6 -0.186817 0.092425 -2.021 0.050734 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 142.9 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 7.067e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Fresno:
## =======================================
## Fresno = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.010330 0.052745 0.196 0.845833
## SanDiego.l1 -0.135024 0.110655 -1.220 0.230314
## Orange.l1 0.120683 0.072957 1.654 0.106789
## Riverside.l1 0.689020 0.182723 3.771 0.000585 ***
## SanBernadino.l1 -0.097375 0.097795 -0.996 0.326039
## SantaClara.l1 0.036885 0.022841 1.615 0.115067
## Alameda.l1 -0.156253 0.076831 -2.034 0.049400 *
## Sacramento.l1 0.600701 0.211390 2.842 0.007344 **
## Fresno.l1 0.584819 0.139743 4.185 0.000175 ***
## Kern.l1 0.138078 0.116070 1.190 0.241988
## SanFrancisco.l1 -0.033296 0.024960 -1.334 0.190585
## Ventura.l1 0.113950 0.070001 1.628 0.112285
## SanJoaquin.l1 -0.202422 0.091770 -2.206 0.033871 *
## SanMateo.l1 0.009321 0.035507 0.263 0.794422
## Stanislaus.l1 0.157113 0.122668 1.281 0.208454
## Sonoma.l1 -0.138788 0.063646 -2.181 0.035828 *
## Tulare.l1 0.772999 0.214757 3.599 0.000953 ***
## Solano.l1 0.163742 0.103958 1.575 0.123987
## SantaBarbara.l1 0.110497 0.056797 1.945 0.059559 .
## Monterey.l1 -0.006252 0.077429 -0.081 0.936091
## Placer.l1 -0.596924 0.171563 -3.479 0.001334 **
## SanLuisObispo.l1 0.115339 0.075882 1.520 0.137253
## SantaCruz.l1 -0.014895 0.041175 -0.362 0.719653
## Marin.l1 0.119844 0.037704 3.179 0.003038 **
## Butte.l1 -0.229988 0.126023 -1.825 0.076312 .
## Yolo.l1 -0.266490 0.090839 -2.934 0.005797 **
## ElDorado.l1 -0.200928 0.093924 -2.139 0.039266 *
## Shasta.l1 0.194607 0.149385 1.303 0.200941
## Madera.l1 -0.497269 0.218006 -2.281 0.028570 *
## Kings.l1 0.135996 0.087312 1.558 0.128081
## Napa.l1 -0.077652 0.056212 -1.381 0.175668
## Humboldt.l1 -0.214230 0.056742 -3.775 0.000577 ***
## Sutter.l1 -0.753820 0.134284 -5.614 2.28e-06 ***
## Mendocino.l1 0.161624 0.032317 5.001 1.50e-05 ***
## SanBenito.l1 0.194523 0.085788 2.267 0.029463 *
## LosAngeles.l2 0.009521 0.051778 0.184 0.855137
## SanDiego.l2 0.103403 0.111077 0.931 0.358103
## Orange.l2 -0.279437 0.076541 -3.651 0.000824 ***
## Riverside.l2 -0.020003 0.171691 -0.117 0.907899
## SanBernadino.l2 0.005092 0.090349 0.056 0.955366
## SantaClara.l2 -0.074469 0.036836 -2.022 0.050694 .
## Alameda.l2 0.278333 0.077119 3.609 0.000927 ***
## Sacramento.l2 -0.402729 0.194130 -2.075 0.045238 *
## Fresno.l2 0.270709 0.253427 1.068 0.292544
## Kern.l2 0.273401 0.174345 1.568 0.125593
## SanFrancisco.l2 0.101789 0.040192 2.533 0.015824 *
## Ventura.l2 -0.047634 0.115655 -0.412 0.682884
## SanJoaquin.l2 -0.521061 0.132891 -3.921 0.000379 ***
## SanMateo.l2 0.050936 0.045471 1.120 0.270045
## Stanislaus.l2 0.049814 0.134210 0.371 0.712692
## Sonoma.l2 0.213262 0.073397 2.906 0.006233 **
## Tulare.l2 -0.385400 0.261758 -1.472 0.149615
## Solano.l2 -0.081645 0.115276 -0.708 0.483348
## SantaBarbara.l2 0.063109 0.066650 0.947 0.350016
## Monterey.l2 0.091074 0.076562 1.190 0.242015
## Placer.l2 0.552126 0.175075 3.154 0.003247 **
## SanLuisObispo.l2 0.066219 0.080403 0.824 0.415595
## SantaCruz.l2 -0.088112 0.052501 -1.678 0.101955
## Marin.l2 -0.232802 0.048515 -4.799 2.78e-05 ***
## Butte.l2 0.115620 0.140028 0.826 0.414417
## Yolo.l2 0.413282 0.109984 3.758 0.000608 ***
## ElDorado.l2 -0.007147 0.090872 -0.079 0.937747
## Shasta.l2 -0.294505 0.176009 -1.673 0.102949
## Madera.l2 0.014696 0.221463 0.066 0.947459
## Kings.l2 0.106830 0.147554 0.724 0.473742
## Napa.l2 -0.099101 0.061656 -1.607 0.116721
## Humboldt.l2 -0.191838 0.078106 -2.456 0.019002 *
## Sutter.l2 0.562117 0.215547 2.608 0.013180 *
## Mendocino.l2 -0.002503 0.041672 -0.060 0.952443
## SanBenito.l2 0.039945 0.084743 0.471 0.640225
## LosAngeles.l3 0.072063 0.066557 1.083 0.286129
## SanDiego.l3 -0.422836 0.105119 -4.022 0.000282 ***
## Orange.l3 0.112474 0.067252 1.672 0.103112
## Riverside.l3 -0.050100 0.122006 -0.411 0.683774
## SanBernadino.l3 0.187174 0.098911 1.892 0.066508 .
## SantaClara.l3 0.059568 0.032080 1.857 0.071529 .
## Alameda.l3 -0.060328 0.076842 -0.785 0.437540
## Sacramento.l3 0.380577 0.162244 2.346 0.024618 *
## Fresno.l3 -0.062293 0.220319 -0.283 0.778997
## Kern.l3 -0.203816 0.173228 -1.177 0.247086
## SanFrancisco.l3 -0.064135 0.039291 -1.632 0.111333
## Ventura.l3 -0.215483 0.109442 -1.969 0.056696 .
## SanJoaquin.l3 0.448289 0.141482 3.169 0.003120 **
## SanMateo.l3 -0.008382 0.034154 -0.245 0.807533
## Stanislaus.l3 -0.515587 0.159850 -3.225 0.002677 **
## Sonoma.l3 0.040763 0.077206 0.528 0.600750
## Tulare.l3 -0.205097 0.210232 -0.976 0.335787
## Solano.l3 -0.582275 0.162383 -3.586 0.000990 ***
## SantaBarbara.l3 -0.202791 0.065477 -3.097 0.003775 **
## Monterey.l3 0.298251 0.088159 3.383 0.001741 **
## Placer.l3 -0.312843 0.099432 -3.146 0.003312 **
## SanLuisObispo.l3 0.043644 0.101894 0.428 0.670964
## SantaCruz.l3 0.012852 0.043165 0.298 0.767604
## Marin.l3 0.177565 0.053212 3.337 0.001976 **
## Butte.l3 -0.275306 0.116145 -2.370 0.023247 *
## Yolo.l3 0.146080 0.111669 1.308 0.199111
## ElDorado.l3 0.059760 0.090130 0.663 0.511528
## Shasta.l3 -0.134142 0.146876 -0.913 0.367161
## Madera.l3 0.281169 0.202139 1.391 0.172772
## Kings.l3 -0.146888 0.147619 -0.995 0.326353
## Napa.l3 -0.030890 0.068432 -0.451 0.654414
## Humboldt.l3 0.040468 0.076585 0.528 0.600464
## Sutter.l3 -0.718491 0.247524 -2.903 0.006280 **
## Mendocino.l3 0.006943 0.037605 0.185 0.854546
## SanBenito.l3 0.206764 0.102011 2.027 0.050130 .
## LosAngeles.l4 -0.050936 0.059203 -0.860 0.395283
## SanDiego.l4 -0.313640 0.112692 -2.783 0.008521 **
## Orange.l4 -0.008813 0.058484 -0.151 0.881061
## Riverside.l4 -0.431974 0.177285 -2.437 0.019900 *
## SanBernadino.l4 0.124146 0.108919 1.140 0.261895
## SantaClara.l4 -0.004340 0.035115 -0.124 0.902331
## Alameda.l4 -0.008184 0.062988 -0.130 0.897349
## Sacramento.l4 0.126268 0.133342 0.947 0.349977
## Fresno.l4 0.234177 0.156798 1.493 0.144021
## Kern.l4 0.044462 0.147951 0.301 0.765508
## SanFrancisco.l4 -0.033165 0.034725 -0.955 0.345912
## Ventura.l4 0.253619 0.109599 2.314 0.026484 *
## SanJoaquin.l4 -0.245373 0.144743 -1.695 0.098665 .
## SanMateo.l4 -0.031808 0.031331 -1.015 0.316777
## Stanislaus.l4 0.698876 0.125651 5.562 2.68e-06 ***
## Sonoma.l4 -0.087434 0.065469 -1.336 0.190092
## Tulare.l4 -0.627932 0.213621 -2.939 0.005710 **
## Solano.l4 0.324904 0.125902 2.581 0.014086 *
## SantaBarbara.l4 -0.040184 0.087019 -0.462 0.647012
## Monterey.l4 0.180610 0.070683 2.555 0.014983 *
## Placer.l4 -0.340204 0.120779 -2.817 0.007826 **
## SanLuisObispo.l4 -0.273305 0.103168 -2.649 0.011909 *
## SantaCruz.l4 0.165091 0.038582 4.279 0.000133 ***
## Marin.l4 -0.030390 0.039501 -0.769 0.446710
## Butte.l4 0.322153 0.117601 2.739 0.009514 **
## Yolo.l4 0.493853 0.160132 3.084 0.003909 **
## ElDorado.l4 -0.028193 0.083176 -0.339 0.736610
## Shasta.l4 0.017422 0.160525 0.109 0.914178
## Madera.l4 0.181126 0.223675 0.810 0.423391
## Kings.l4 -0.317607 0.160278 -1.982 0.055200 .
## Napa.l4 0.162545 0.064046 2.538 0.015621 *
## Humboldt.l4 0.036129 0.062570 0.577 0.567257
## Sutter.l4 0.616715 0.257297 2.397 0.021850 *
## Mendocino.l4 0.090269 0.047862 1.886 0.067381 .
## SanBenito.l4 -0.237149 0.108008 -2.196 0.034644 *
## LosAngeles.l5 -0.037609 0.053612 -0.701 0.487504
## SanDiego.l5 0.176365 0.100170 1.761 0.086791 .
## Orange.l5 -0.118299 0.059870 -1.976 0.055863 .
## Riverside.l5 0.086318 0.132758 0.650 0.519699
## SanBernadino.l5 -0.060383 0.104243 -0.579 0.566027
## SantaClara.l5 -0.033093 0.035155 -0.941 0.352797
## Alameda.l5 -0.079851 0.053479 -1.493 0.144116
## Sacramento.l5 0.124818 0.155363 0.803 0.427020
## Fresno.l5 0.459766 0.204536 2.248 0.030806 *
## Kern.l5 -0.361293 0.179338 -2.015 0.051464 .
## SanFrancisco.l5 0.024417 0.031295 0.780 0.440363
## Ventura.l5 -0.219948 0.082193 -2.676 0.011144 *
## SanJoaquin.l5 0.162001 0.141983 1.141 0.261409
## SanMateo.l5 0.138121 0.040634 3.399 0.001666 **
## Stanislaus.l5 -0.089726 0.125681 -0.714 0.479881
## Sonoma.l5 -0.289167 0.073593 -3.929 0.000370 ***
## Tulare.l5 -0.333498 0.279938 -1.191 0.241320
## Solano.l5 -0.451229 0.119188 -3.786 0.000560 ***
## SantaBarbara.l5 -0.077170 0.078512 -0.983 0.332217
## Monterey.l5 0.099280 0.059691 1.663 0.104948
## Placer.l5 -0.114173 0.105352 -1.084 0.285694
## SanLuisObispo.l5 0.297283 0.093138 3.192 0.002931 **
## SantaCruz.l5 -0.105978 0.032574 -3.253 0.002481 **
## Marin.l5 0.005793 0.031108 0.186 0.853327
## Butte.l5 0.682525 0.181395 3.763 0.000599 ***
## Yolo.l5 0.189307 0.156802 1.207 0.235187
## ElDorado.l5 0.081090 0.106105 0.764 0.449701
## Shasta.l5 -0.029144 0.159974 -0.182 0.856462
## Madera.l5 -0.102047 0.217491 -0.469 0.641755
## Kings.l5 0.057521 0.148794 0.387 0.701341
## Napa.l5 0.071575 0.061993 1.155 0.255877
## Humboldt.l5 -0.141340 0.063177 -2.237 0.031556 *
## Sutter.l5 -0.528840 0.181498 -2.914 0.006103 **
## Mendocino.l5 -0.047932 0.054619 -0.878 0.385992
## SanBenito.l5 0.322346 0.111238 2.898 0.006360 **
## LosAngeles.l6 0.060637 0.055229 1.098 0.279536
## SanDiego.l6 0.143249 0.081196 1.764 0.086176 .
## Orange.l6 0.060188 0.055743 1.080 0.287438
## Riverside.l6 -0.003576 0.168440 -0.021 0.983177
## SanBernadino.l6 0.082372 0.114365 0.720 0.476018
## SantaClara.l6 0.031077 0.023349 1.331 0.191578
## Alameda.l6 0.011188 0.047226 0.237 0.814073
## Sacramento.l6 -0.225510 0.145312 -1.552 0.129435
## Fresno.l6 -0.023943 0.154390 -0.155 0.877625
## Kern.l6 -0.141561 0.151615 -0.934 0.356686
## SanFrancisco.l6 -0.041037 0.034154 -1.202 0.237401
## Ventura.l6 0.229409 0.127782 1.795 0.081001 .
## SanJoaquin.l6 -0.060489 0.117280 -0.516 0.609170
## SanMateo.l6 -0.141154 0.034869 -4.048 0.000262 ***
## Stanislaus.l6 -0.807798 0.168032 -4.807 2.70e-05 ***
## Sonoma.l6 0.005377 0.077872 0.069 0.945332
## Tulare.l6 -0.564361 0.230807 -2.445 0.019502 *
## Solano.l6 0.213899 0.086127 2.484 0.017802 *
## SantaBarbara.l6 0.178772 0.090318 1.979 0.055463 .
## Monterey.l6 0.037735 0.052649 0.717 0.478174
## Placer.l6 -0.078662 0.129226 -0.609 0.546536
## SanLuisObispo.l6 0.166752 0.077575 2.150 0.038385 *
## SantaCruz.l6 0.125662 0.030322 4.144 0.000197 ***
## Marin.l6 -0.011798 0.030855 -0.382 0.704434
## Butte.l6 -0.189995 0.129288 -1.470 0.150370
## Yolo.l6 0.064303 0.124428 0.517 0.608463
## ElDorado.l6 -0.093330 0.087829 -1.063 0.295024
## Shasta.l6 0.172529 0.149545 1.154 0.256230
## Madera.l6 0.471350 0.200122 2.355 0.024076 *
## Kings.l6 0.188945 0.124242 1.521 0.137051
## Napa.l6 -0.238295 0.074759 -3.187 0.002965 **
## Humboldt.l6 0.048443 0.069504 0.697 0.490292
## Sutter.l6 0.120201 0.175923 0.683 0.498818
## Mendocino.l6 -0.003341 0.039996 -0.084 0.933887
## SanBenito.l6 -0.107754 0.058213 -1.851 0.072383 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 90.01 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 9.594e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Kern:
## =====================================
## Kern = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 -0.048382 0.088486 -0.547 0.58791
## SanDiego.l1 -0.351314 0.185637 -1.892 0.06649 .
## Orange.l1 0.026915 0.122394 0.220 0.82719
## Riverside.l1 0.650774 0.306540 2.123 0.04070 *
## SanBernadino.l1 -0.265605 0.164063 -1.619 0.11419
## SantaClara.l1 0.043965 0.038318 1.147 0.25879
## Alameda.l1 0.006796 0.128893 0.053 0.95824
## Sacramento.l1 0.151730 0.354631 0.428 0.67131
## Fresno.l1 -0.230444 0.234436 -0.983 0.33218
## Kern.l1 0.694700 0.194721 3.568 0.00104 **
## SanFrancisco.l1 -0.053836 0.041873 -1.286 0.20675
## Ventura.l1 0.087875 0.117436 0.748 0.45915
## SanJoaquin.l1 0.086043 0.153955 0.559 0.57970
## SanMateo.l1 0.004799 0.059568 0.081 0.93624
## Stanislaus.l1 -0.030122 0.205790 -0.146 0.88444
## Sonoma.l1 -0.006223 0.106774 -0.058 0.95384
## Tulare.l1 0.697694 0.360280 1.937 0.06068 .
## Solano.l1 0.095696 0.174402 0.549 0.58659
## SantaBarbara.l1 0.017999 0.095284 0.189 0.85124
## Monterey.l1 0.083232 0.129897 0.641 0.52574
## Placer.l1 0.087215 0.287818 0.303 0.76362
## SanLuisObispo.l1 0.143825 0.127301 1.130 0.26603
## SantaCruz.l1 0.018292 0.069077 0.265 0.79267
## Marin.l1 -0.040217 0.063254 -0.636 0.52892
## Butte.l1 -0.178278 0.211418 -0.843 0.40466
## Yolo.l1 0.001987 0.152392 0.013 0.98967
## ElDorado.l1 -0.189334 0.157568 -1.202 0.23736
## Shasta.l1 -0.064771 0.250611 -0.258 0.79753
## Madera.l1 -0.018681 0.365731 -0.051 0.95955
## Kings.l1 0.199931 0.146477 1.365 0.18074
## Napa.l1 0.056763 0.094303 0.602 0.55100
## Humboldt.l1 -0.023274 0.095192 -0.244 0.80824
## Sutter.l1 -0.617893 0.225276 -2.743 0.00943 **
## Mendocino.l1 0.092766 0.054215 1.711 0.09567 .
## SanBenito.l1 -0.066355 0.143920 -0.461 0.64753
## LosAngeles.l2 -0.078944 0.086864 -0.909 0.36949
## SanDiego.l2 0.083609 0.186345 0.449 0.65635
## Orange.l2 -0.076673 0.128407 -0.597 0.55417
## Riverside.l2 0.459109 0.288033 1.594 0.11969
## SanBernadino.l2 0.311662 0.151570 2.056 0.04707 *
## SantaClara.l2 -0.040966 0.061796 -0.663 0.51161
## Alameda.l2 0.163917 0.129377 1.267 0.21330
## Sacramento.l2 -0.535372 0.325676 -1.644 0.10891
## Fresno.l2 0.306852 0.425154 0.722 0.47511
## Kern.l2 0.143715 0.292484 0.491 0.62615
## SanFrancisco.l2 0.063250 0.067426 0.938 0.35447
## Ventura.l2 -0.113496 0.194025 -0.585 0.56223
## SanJoaquin.l2 -0.333592 0.222940 -1.496 0.14328
## SanMateo.l2 -0.032913 0.076283 -0.431 0.66870
## Stanislaus.l2 -0.019399 0.225153 -0.086 0.93182
## Sonoma.l2 -0.078858 0.123131 -0.640 0.52594
## Tulare.l2 -0.290287 0.439130 -0.661 0.51279
## Solano.l2 0.154763 0.193389 0.800 0.42880
## SantaBarbara.l2 0.052943 0.111813 0.473 0.63872
## Monterey.l2 -0.058480 0.128442 -0.455 0.65162
## Placer.l2 0.096299 0.293708 0.328 0.74491
## SanLuisObispo.l2 0.093518 0.134886 0.693 0.49256
## SantaCruz.l2 -0.029895 0.088077 -0.339 0.73626
## Marin.l2 0.004040 0.081389 0.050 0.96069
## Butte.l2 -0.134712 0.234914 -0.573 0.56990
## Yolo.l2 0.117011 0.184511 0.634 0.52998
## ElDorado.l2 0.132128 0.152449 0.867 0.39184
## Shasta.l2 -0.200220 0.295275 -0.678 0.50206
## Madera.l2 -0.294628 0.371530 -0.793 0.43297
## Kings.l2 0.015145 0.247539 0.061 0.95155
## Napa.l2 -0.081290 0.103435 -0.786 0.43707
## Humboldt.l2 -0.056814 0.131032 -0.434 0.66718
## Sutter.l2 0.342555 0.361606 0.947 0.34979
## Mendocino.l2 -0.079387 0.069911 -1.136 0.26365
## SanBenito.l2 0.037334 0.142167 0.263 0.79435
## LosAngeles.l3 0.014970 0.111658 0.134 0.89410
## SanDiego.l3 -0.245144 0.176350 -1.390 0.17304
## Orange.l3 -0.077823 0.112824 -0.690 0.49476
## Riverside.l3 -0.013105 0.204679 -0.064 0.94930
## SanBernadino.l3 -0.231257 0.165935 -1.394 0.17196
## SantaClara.l3 0.067220 0.053819 1.249 0.21972
## Alameda.l3 -0.171516 0.128912 -1.330 0.19172
## Sacramento.l3 0.408034 0.272183 1.499 0.14256
## Fresno.l3 0.359659 0.369611 0.973 0.33701
## Kern.l3 -0.475466 0.290610 -1.636 0.11053
## SanFrancisco.l3 0.052012 0.065915 0.789 0.43524
## Ventura.l3 0.142017 0.183601 0.774 0.44427
## SanJoaquin.l3 0.206735 0.237353 0.871 0.38952
## SanMateo.l3 0.009559 0.057297 0.167 0.86844
## Stanislaus.l3 -0.139487 0.268166 -0.520 0.60614
## Sonoma.l3 0.036174 0.129521 0.279 0.78162
## Tulare.l3 -0.714914 0.352689 -2.027 0.05011 .
## Solano.l3 -0.109626 0.272416 -0.402 0.68975
## SantaBarbara.l3 -0.074520 0.109845 -0.678 0.50185
## Monterey.l3 0.186785 0.147897 1.263 0.21473
## Placer.l3 -0.451417 0.166809 -2.706 0.01034 *
## SanLuisObispo.l3 0.147822 0.170940 0.865 0.39290
## SantaCruz.l3 -0.024686 0.072414 -0.341 0.73516
## Marin.l3 0.014688 0.089269 0.165 0.87023
## Butte.l3 0.071697 0.194847 0.368 0.71505
## Yolo.l3 0.117684 0.187337 0.628 0.53384
## ElDorado.l3 0.004592 0.151203 0.030 0.97594
## Shasta.l3 -0.213684 0.246402 -0.867 0.39157
## Madera.l3 0.127238 0.339111 0.375 0.70971
## Kings.l3 0.394186 0.247648 1.592 0.12019
## Napa.l3 -0.031896 0.114803 -0.278 0.78273
## Humboldt.l3 -0.024889 0.128481 -0.194 0.84748
## Sutter.l3 -0.148682 0.415250 -0.358 0.72239
## Mendocino.l3 0.049616 0.063086 0.786 0.43674
## SanBenito.l3 0.013764 0.171136 0.080 0.93634
## LosAngeles.l4 0.025522 0.099321 0.257 0.79867
## SanDiego.l4 -0.099755 0.189053 -0.528 0.60097
## Orange.l4 -0.047130 0.098113 -0.480 0.63388
## Riverside.l4 -0.225474 0.297416 -0.758 0.45332
## SanBernadino.l4 0.103514 0.182724 0.567 0.57457
## SantaClara.l4 -0.039526 0.058909 -0.671 0.50652
## Alameda.l4 0.009100 0.105671 0.086 0.93185
## Sacramento.l4 0.170672 0.223697 0.763 0.45046
## Fresno.l4 -0.317223 0.263047 -1.206 0.23570
## Kern.l4 0.156797 0.248206 0.632 0.53156
## SanFrancisco.l4 -0.125517 0.058255 -2.155 0.03796 *
## Ventura.l4 0.097865 0.183865 0.532 0.59781
## SanJoaquin.l4 -0.182938 0.242823 -0.753 0.45612
## SanMateo.l4 0.070736 0.052561 1.346 0.18679
## Stanislaus.l4 0.254783 0.210794 1.209 0.23466
## Sonoma.l4 -0.001840 0.109831 -0.017 0.98672
## Tulare.l4 -0.057822 0.358375 -0.161 0.87272
## Solano.l4 -0.092177 0.211216 -0.436 0.66515
## SantaBarbara.l4 -0.044957 0.145985 -0.308 0.75989
## Monterey.l4 -0.032051 0.118579 -0.270 0.78848
## Placer.l4 -0.037773 0.202621 -0.186 0.85316
## SanLuisObispo.l4 -0.106061 0.173077 -0.613 0.54386
## SantaCruz.l4 0.031371 0.064726 0.485 0.63085
## Marin.l4 -0.048760 0.066268 -0.736 0.46662
## Butte.l4 0.306696 0.197289 1.555 0.12880
## Yolo.l4 0.164471 0.268640 0.612 0.54423
## ElDorado.l4 -0.041075 0.139537 -0.294 0.77017
## Shasta.l4 -0.066243 0.269300 -0.246 0.80709
## Madera.l4 0.286492 0.375241 0.763 0.45015
## Kings.l4 -0.249469 0.268886 -0.928 0.35970
## Napa.l4 0.193817 0.107445 1.804 0.07962 .
## Humboldt.l4 0.131306 0.104969 1.251 0.21904
## Sutter.l4 0.355534 0.431647 0.824 0.41555
## Mendocino.l4 -0.008821 0.080294 -0.110 0.91313
## SanBenito.l4 0.019798 0.181196 0.109 0.91360
## LosAngeles.l5 -0.052718 0.089941 -0.586 0.56144
## SanDiego.l5 0.018324 0.168047 0.109 0.91378
## Orange.l5 0.034606 0.100438 0.345 0.73244
## Riverside.l5 -0.205000 0.222718 -0.920 0.36346
## SanBernadino.l5 0.060110 0.174880 0.344 0.73306
## SantaClara.l5 -0.004602 0.058977 -0.078 0.93823
## Alameda.l5 0.060471 0.089717 0.674 0.50461
## Sacramento.l5 -0.065796 0.260640 -0.252 0.80214
## Fresno.l5 0.333495 0.343134 0.972 0.33758
## Kern.l5 -0.060515 0.300860 -0.201 0.84172
## SanFrancisco.l5 0.063700 0.052502 1.213 0.23292
## Ventura.l5 -0.204905 0.137889 -1.486 0.14598
## SanJoaquin.l5 -0.147543 0.238193 -0.619 0.53954
## SanMateo.l5 0.032793 0.068168 0.481 0.63338
## Stanislaus.l5 0.176835 0.210845 0.839 0.40718
## Sonoma.l5 -0.314493 0.123460 -2.547 0.01527 *
## Tulare.l5 -0.620529 0.469629 -1.321 0.19473
## Solano.l5 0.245361 0.199953 1.227 0.22775
## SantaBarbara.l5 0.029436 0.131714 0.223 0.82442
## Monterey.l5 -0.045897 0.100139 -0.458 0.64947
## Placer.l5 0.167203 0.176741 0.946 0.35044
## SanLuisObispo.l5 0.145095 0.156250 0.929 0.35928
## SantaCruz.l5 -0.022787 0.054647 -0.417 0.67917
## Marin.l5 0.009304 0.052188 0.178 0.85951
## Butte.l5 0.164172 0.304311 0.539 0.59287
## Yolo.l5 -0.083400 0.263053 -0.317 0.75304
## ElDorado.l5 -0.046073 0.178003 -0.259 0.79724
## Shasta.l5 0.030580 0.268375 0.114 0.90992
## Madera.l5 0.355963 0.364866 0.976 0.33577
## Kings.l5 0.329914 0.249619 1.322 0.19462
## Napa.l5 0.033320 0.104000 0.320 0.75053
## Humboldt.l5 -0.004903 0.105987 -0.046 0.96336
## Sutter.l5 -0.083588 0.304484 -0.275 0.78525
## Mendocino.l5 0.013003 0.091630 0.142 0.88795
## SanBenito.l5 0.061790 0.186615 0.331 0.74248
## LosAngeles.l6 0.007650 0.092654 0.083 0.93466
## SanDiego.l6 0.199160 0.136216 1.462 0.15239
## Orange.l6 0.011112 0.093516 0.119 0.90607
## Riverside.l6 -0.137539 0.282577 -0.487 0.62940
## SanBernadino.l6 -0.090847 0.191861 -0.474 0.63871
## SantaClara.l6 0.029019 0.039171 0.741 0.46361
## Alameda.l6 0.033336 0.079227 0.421 0.67643
## Sacramento.l6 0.013049 0.243779 0.054 0.95761
## Fresno.l6 0.265793 0.259007 1.026 0.31164
## Kern.l6 0.131459 0.254352 0.517 0.60843
## SanFrancisco.l6 0.041058 0.057298 0.717 0.47827
## Ventura.l6 0.230715 0.214369 1.076 0.28897
## SanJoaquin.l6 -0.081409 0.196751 -0.414 0.68150
## SanMateo.l6 -0.156753 0.058496 -2.680 0.01104 *
## Stanislaus.l6 -0.252988 0.281893 -0.897 0.37544
## Sonoma.l6 0.026442 0.130640 0.202 0.84074
## Tulare.l6 -0.182212 0.387206 -0.471 0.64078
## Solano.l6 -0.075704 0.144489 -0.524 0.60353
## SantaBarbara.l6 -0.042283 0.151520 -0.279 0.78180
## Monterey.l6 0.020667 0.088326 0.234 0.81632
## Placer.l6 -0.073032 0.216791 -0.337 0.73817
## SanLuisObispo.l6 0.072352 0.130141 0.556 0.58168
## SantaCruz.l6 0.024697 0.050869 0.486 0.63026
## Marin.l6 -0.040003 0.051762 -0.773 0.44467
## Butte.l6 -0.093069 0.216896 -0.429 0.67041
## Yolo.l6 0.017423 0.208743 0.083 0.93394
## ElDorado.l6 -0.092593 0.147343 -0.628 0.53370
## Shasta.l6 0.302247 0.250880 1.205 0.23616
## Madera.l6 -0.096325 0.335729 -0.287 0.77582
## Kings.l6 -0.031608 0.208431 -0.152 0.88031
## Napa.l6 -0.024785 0.125418 -0.198 0.84445
## Humboldt.l6 -0.176871 0.116601 -1.517 0.13803
## Sutter.l6 -0.157401 0.295132 -0.533 0.59709
## Mendocino.l6 0.001138 0.067099 0.017 0.98657
## SanBenito.l6 -0.046604 0.097659 -0.477 0.63609
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 151 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 2.55e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation SanFrancisco:
## =============================================
## SanFrancisco = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 2.357e-01 3.989e-01 0.591 0.55829
## SanDiego.l1 3.207e-01 8.368e-01 0.383 0.70379
## Orange.l1 2.543e-01 5.517e-01 0.461 0.64763
## Riverside.l1 -1.589e+00 1.382e+00 -1.150 0.25779
## SanBernadino.l1 -1.555e+00 7.395e-01 -2.103 0.04250 *
## SantaClara.l1 4.440e-01 1.727e-01 2.571 0.01444 *
## Alameda.l1 1.813e+00 5.810e-01 3.120 0.00355 **
## Sacramento.l1 -3.300e+00 1.599e+00 -2.064 0.04624 *
## Fresno.l1 -6.910e-01 1.057e+00 -0.654 0.51730
## Kern.l1 1.401e+00 8.777e-01 1.596 0.11924
## SanFrancisco.l1 3.510e-01 1.887e-01 1.860 0.07114 .
## Ventura.l1 1.726e-01 5.293e-01 0.326 0.74633
## SanJoaquin.l1 1.496e+00 6.940e-01 2.155 0.03792 *
## SanMateo.l1 -3.358e-01 2.685e-01 -1.251 0.21914
## Stanislaus.l1 5.218e-01 9.276e-01 0.563 0.57721
## Sonoma.l1 1.241e+00 4.813e-01 2.578 0.01419 *
## Tulare.l1 3.771e+00 1.624e+00 2.322 0.02602 *
## Solano.l1 -2.812e+00 7.861e-01 -3.577 0.00101 **
## SantaBarbara.l1 5.106e-01 4.295e-01 1.189 0.24226
## Monterey.l1 -1.489e+00 5.855e-01 -2.543 0.01545 *
## Placer.l1 2.029e+00 1.297e+00 1.564 0.12664
## SanLuisObispo.l1 -1.506e+00 5.738e-01 -2.624 0.01265 *
## SantaCruz.l1 9.649e-01 3.114e-01 3.099 0.00376 **
## Marin.l1 -5.266e-01 2.851e-01 -1.847 0.07297 .
## Butte.l1 2.290e-01 9.530e-01 0.240 0.81143
## Yolo.l1 -4.436e-01 6.869e-01 -0.646 0.52249
## ElDorado.l1 -1.588e+00 7.102e-01 -2.236 0.03166 *
## Shasta.l1 1.846e+00 1.130e+00 1.634 0.11090
## Madera.l1 6.789e-01 1.649e+00 0.412 0.68292
## Kings.l1 -2.190e+00 6.602e-01 -3.317 0.00209 **
## Napa.l1 1.225e+00 4.251e-01 2.882 0.00663 **
## Humboldt.l1 6.615e-01 4.291e-01 1.542 0.13190
## Sutter.l1 -2.751e+00 1.015e+00 -2.709 0.01027 *
## Mendocino.l1 2.873e-01 2.444e-01 1.176 0.24739
## SanBenito.l1 3.878e-01 6.487e-01 0.598 0.55375
## LosAngeles.l2 -1.111e+00 3.915e-01 -2.838 0.00741 **
## SanDiego.l2 7.853e-02 8.400e-01 0.093 0.92603
## Orange.l2 1.678e-01 5.788e-01 0.290 0.77360
## Riverside.l2 4.646e+00 1.298e+00 3.579 0.00101 **
## SanBernadino.l2 4.002e-01 6.832e-01 0.586 0.56173
## SantaClara.l2 -7.221e-01 2.785e-01 -2.592 0.01369 *
## Alameda.l2 -6.540e-01 5.832e-01 -1.121 0.26955
## Sacramento.l2 -6.187e-01 1.468e+00 -0.421 0.67595
## Fresno.l2 4.637e+00 1.916e+00 2.420 0.02072 *
## Kern.l2 -2.751e+00 1.318e+00 -2.087 0.04407 *
## SanFrancisco.l2 5.355e-01 3.039e-01 1.762 0.08655 .
## Ventura.l2 -6.557e-01 8.746e-01 -0.750 0.45827
## SanJoaquin.l2 -1.558e+00 1.005e+00 -1.550 0.12991
## SanMateo.l2 -3.063e-01 3.438e-01 -0.891 0.37889
## Stanislaus.l2 1.536e+00 1.015e+00 1.514 0.13888
## Sonoma.l2 -6.209e-01 5.550e-01 -1.119 0.27068
## Tulare.l2 -1.368e+00 1.979e+00 -0.691 0.49398
## Solano.l2 1.639e+00 8.717e-01 1.880 0.06819 .
## SantaBarbara.l2 7.245e-02 5.040e-01 0.144 0.88650
## Monterey.l2 9.670e-01 5.790e-01 1.670 0.10356
## Placer.l2 -1.652e+00 1.324e+00 -1.248 0.22020
## SanLuisObispo.l2 1.684e+00 6.080e-01 2.770 0.00880 **
## SantaCruz.l2 -5.700e-01 3.970e-01 -1.436 0.15971
## Marin.l2 1.873e-01 3.669e-01 0.510 0.61287
## Butte.l2 -6.708e-01 1.059e+00 -0.633 0.53044
## Yolo.l2 7.393e-01 8.317e-01 0.889 0.37995
## ElDorado.l2 1.930e+00 6.872e-01 2.809 0.00799 **
## Shasta.l2 -3.303e+00 1.331e+00 -2.482 0.01787 *
## Madera.l2 -2.824e-01 1.675e+00 -0.169 0.86701
## Kings.l2 1.528e+00 1.116e+00 1.370 0.17926
## Napa.l2 -3.364e-01 4.662e-01 -0.721 0.47527
## Humboldt.l2 -9.901e-01 5.906e-01 -1.676 0.10233
## Sutter.l2 -2.676e-01 1.630e+00 -0.164 0.87052
## Mendocino.l2 5.851e-02 3.151e-01 0.186 0.85373
## SanBenito.l2 -1.710e+00 6.408e-01 -2.669 0.01135 *
## LosAngeles.l3 2.261e-01 5.033e-01 0.449 0.65591
## SanDiego.l3 -5.434e-01 7.949e-01 -0.684 0.49862
## Orange.l3 -1.720e-01 5.086e-01 -0.338 0.73723
## Riverside.l3 -1.531e-01 9.226e-01 -0.166 0.86916
## SanBernadino.l3 -4.933e-01 7.480e-01 -0.659 0.51379
## SantaClara.l3 6.584e-01 2.426e-01 2.714 0.01014 *
## Alameda.l3 -5.912e-03 5.811e-01 -0.010 0.99194
## Sacramento.l3 1.122e+00 1.227e+00 0.914 0.36668
## Fresno.l3 -3.614e+00 1.666e+00 -2.169 0.03673 *
## Kern.l3 -8.780e-01 1.310e+00 -0.670 0.50696
## SanFrancisco.l3 3.070e-02 2.971e-01 0.103 0.91827
## Ventura.l3 5.462e-01 8.276e-01 0.660 0.51347
## SanJoaquin.l3 7.102e-01 1.070e+00 0.664 0.51102
## SanMateo.l3 2.741e-01 2.583e-01 1.061 0.29570
## Stanislaus.l3 -4.846e-01 1.209e+00 -0.401 0.69086
## Sonoma.l3 4.848e-01 5.838e-01 0.830 0.41177
## Tulare.l3 -1.709e+00 1.590e+00 -1.075 0.28961
## Solano.l3 7.993e-01 1.228e+00 0.651 0.51923
## SantaBarbara.l3 2.660e-01 4.951e-01 0.537 0.59436
## Monterey.l3 -4.307e-01 6.667e-01 -0.646 0.52230
## Placer.l3 -1.028e+00 7.519e-01 -1.367 0.18007
## SanLuisObispo.l3 1.106e+00 7.705e-01 1.435 0.15998
## SantaCruz.l3 -2.769e-01 3.264e-01 -0.848 0.40180
## Marin.l3 -5.561e-01 4.024e-01 -1.382 0.17550
## Butte.l3 -4.497e-01 8.783e-01 -0.512 0.61175
## Yolo.l3 -4.279e-01 8.444e-01 -0.507 0.61542
## ElDorado.l3 2.241e-01 6.816e-01 0.329 0.74420
## Shasta.l3 2.249e-01 1.111e+00 0.203 0.84065
## Madera.l3 -1.402e-01 1.529e+00 -0.092 0.92744
## Kings.l3 -1.726e-01 1.116e+00 -0.155 0.87795
## Napa.l3 -1.152e+00 5.175e-01 -2.227 0.03232 *
## Humboldt.l3 7.919e-01 5.791e-01 1.367 0.17999
## Sutter.l3 1.588e+00 1.872e+00 0.848 0.40181
## Mendocino.l3 -3.651e-01 2.844e-01 -1.284 0.20740
## SanBenito.l3 -8.051e-02 7.714e-01 -0.104 0.91745
## LosAngeles.l4 1.070e+00 4.477e-01 2.391 0.02217 *
## SanDiego.l4 -4.269e-01 8.522e-01 -0.501 0.61948
## Orange.l4 -7.348e-01 4.422e-01 -1.662 0.10529
## Riverside.l4 1.167e+00 1.341e+00 0.870 0.38991
## SanBernadino.l4 -1.039e+00 8.236e-01 -1.261 0.21534
## SantaClara.l4 -8.309e-01 2.655e-01 -3.129 0.00347 **
## Alameda.l4 8.182e-01 4.763e-01 1.718 0.09443 .
## Sacramento.l4 -1.439e+00 1.008e+00 -1.427 0.16206
## Fresno.l4 -1.069e+00 1.186e+00 -0.901 0.37333
## Kern.l4 3.801e-02 1.119e+00 0.034 0.97309
## SanFrancisco.l4 -3.269e-01 2.626e-01 -1.245 0.22127
## Ventura.l4 -4.969e-01 8.288e-01 -0.600 0.55252
## SanJoaquin.l4 -1.653e+00 1.095e+00 -1.510 0.13977
## SanMateo.l4 3.229e-01 2.369e-01 1.363 0.18136
## Stanislaus.l4 1.378e+00 9.502e-01 1.451 0.15554
## Sonoma.l4 6.520e-01 4.951e-01 1.317 0.19618
## Tulare.l4 -1.186e+00 1.615e+00 -0.734 0.46757
## Solano.l4 -2.645e-01 9.521e-01 -0.278 0.78272
## SantaBarbara.l4 8.540e-01 6.580e-01 1.298 0.20261
## Monterey.l4 8.556e-01 5.345e-01 1.601 0.11819
## Placer.l4 2.011e+00 9.133e-01 2.202 0.03419 *
## SanLuisObispo.l4 -7.123e-05 7.801e-01 0.000 0.99993
## SantaCruz.l4 2.561e-02 2.918e-01 0.088 0.93053
## Marin.l4 -3.440e-01 2.987e-01 -1.152 0.25708
## Butte.l4 -1.854e+00 8.893e-01 -2.084 0.04429 *
## Yolo.l4 -1.453e+00 1.211e+00 -1.200 0.23803
## ElDorado.l4 7.291e-01 6.290e-01 1.159 0.25402
## Shasta.l4 2.871e+00 1.214e+00 2.365 0.02354 *
## Madera.l4 -1.736e+00 1.691e+00 -1.026 0.31156
## Kings.l4 -1.698e+00 1.212e+00 -1.401 0.16972
## Napa.l4 6.952e-01 4.843e-01 1.436 0.15977
## Humboldt.l4 -4.965e-02 4.732e-01 -0.105 0.91701
## Sutter.l4 4.030e+00 1.946e+00 2.071 0.04556 *
## Mendocino.l4 8.900e-01 3.619e-01 2.459 0.01887 *
## SanBenito.l4 3.999e-01 8.167e-01 0.490 0.62736
## LosAngeles.l5 -2.195e-01 4.054e-01 -0.542 0.59149
## SanDiego.l5 6.902e-01 7.575e-01 0.911 0.36827
## Orange.l5 2.447e-01 4.527e-01 0.541 0.59217
## Riverside.l5 -1.950e+00 1.004e+00 -1.942 0.05996 .
## SanBernadino.l5 2.260e-01 7.883e-01 0.287 0.77594
## SantaClara.l5 2.733e-01 2.658e-01 1.028 0.31084
## Alameda.l5 -1.344e+00 4.044e-01 -3.323 0.00205 **
## Sacramento.l5 3.905e-01 1.175e+00 0.332 0.74151
## Fresno.l5 -5.763e-01 1.547e+00 -0.373 0.71165
## Kern.l5 3.901e+00 1.356e+00 2.876 0.00672 **
## SanFrancisco.l5 4.226e-01 2.367e-01 1.786 0.08254 .
## Ventura.l5 2.919e-01 6.215e-01 0.470 0.64139
## SanJoaquin.l5 -1.086e+00 1.074e+00 -1.011 0.31855
## SanMateo.l5 -4.350e-01 3.073e-01 -1.416 0.16542
## Stanislaus.l5 -1.971e+00 9.504e-01 -2.074 0.04527 *
## Sonoma.l5 -6.077e-01 5.565e-01 -1.092 0.28212
## Tulare.l5 -4.880e-01 2.117e+00 -0.231 0.81897
## Solano.l5 5.363e-01 9.013e-01 0.595 0.55554
## SantaBarbara.l5 -5.956e-01 5.937e-01 -1.003 0.32245
## Monterey.l5 6.583e-01 4.514e-01 1.458 0.15340
## Placer.l5 -3.590e-01 7.967e-01 -0.451 0.65494
## SanLuisObispo.l5 -5.687e-01 7.043e-01 -0.807 0.42472
## SantaCruz.l5 -6.495e-02 2.463e-01 -0.264 0.79352
## Marin.l5 4.617e-01 2.352e-01 1.963 0.05746 .
## Butte.l5 1.697e+00 1.372e+00 1.237 0.22408
## Yolo.l5 1.696e+00 1.186e+00 1.430 0.16127
## ElDorado.l5 -9.777e-01 8.024e-01 -1.219 0.23096
## Shasta.l5 -3.766e+00 1.210e+00 -3.113 0.00362 **
## Madera.l5 4.710e+00 1.645e+00 2.864 0.00694 **
## Kings.l5 7.241e-01 1.125e+00 0.644 0.52395
## Napa.l5 8.894e-01 4.688e-01 1.897 0.06585 .
## Humboldt.l5 2.482e-01 4.777e-01 0.519 0.60659
## Sutter.l5 -2.849e-01 1.372e+00 -0.208 0.83671
## Mendocino.l5 -2.105e-01 4.130e-01 -0.510 0.61344
## SanBenito.l5 -8.681e-01 8.412e-01 -1.032 0.30897
## LosAngeles.l6 2.189e-02 4.176e-01 0.052 0.95849
## SanDiego.l6 9.785e-01 6.140e-01 1.594 0.11974
## Orange.l6 4.304e-01 4.215e-01 1.021 0.31404
## Riverside.l6 -2.193e+00 1.274e+00 -1.722 0.09369 .
## SanBernadino.l6 -6.409e-01 8.648e-01 -0.741 0.46342
## SantaClara.l6 1.576e-01 1.766e-01 0.893 0.37803
## Alameda.l6 8.538e-01 3.571e-01 2.391 0.02216 *
## Sacramento.l6 4.862e-01 1.099e+00 0.443 0.66077
## Fresno.l6 2.878e+00 1.167e+00 2.466 0.01858 *
## Kern.l6 -2.964e+00 1.147e+00 -2.585 0.01393 *
## SanFrancisco.l6 2.871e-01 2.583e-01 1.112 0.27359
## Ventura.l6 -1.001e+00 9.663e-01 -1.036 0.30725
## SanJoaquin.l6 1.653e+00 8.869e-01 1.864 0.07045 .
## SanMateo.l6 -3.277e-02 2.637e-01 -0.124 0.90177
## Stanislaus.l6 1.762e+00 1.271e+00 1.387 0.17408
## Sonoma.l6 -1.129e+00 5.889e-01 -1.917 0.06324 .
## Tulare.l6 2.528e+00 1.745e+00 1.449 0.15610
## Solano.l6 -8.761e-01 6.513e-01 -1.345 0.18699
## SantaBarbara.l6 -1.313e+00 6.830e-01 -1.923 0.06245 .
## Monterey.l6 4.360e-01 3.981e-01 1.095 0.28075
## Placer.l6 5.324e-01 9.772e-01 0.545 0.58921
## SanLuisObispo.l6 -2.455e-03 5.866e-01 -0.004 0.99668
## SantaCruz.l6 -4.340e-01 2.293e-01 -1.893 0.06647 .
## Marin.l6 -3.321e-01 2.333e-01 -1.424 0.16320
## Butte.l6 -2.795e-01 9.777e-01 -0.286 0.77663
## Yolo.l6 -7.400e-01 9.409e-01 -0.787 0.43671
## ElDorado.l6 1.158e-01 6.642e-01 0.174 0.86261
## Shasta.l6 2.272e+00 1.131e+00 2.009 0.05204 .
## Madera.l6 -1.549e+00 1.513e+00 -1.024 0.31287
## Kings.l6 2.489e-01 9.395e-01 0.265 0.79257
## Napa.l6 -1.653e-01 5.653e-01 -0.292 0.77170
## Humboldt.l6 -1.225e+00 5.256e-01 -2.331 0.02548 *
## Sutter.l6 -2.231e+00 1.330e+00 -1.677 0.10226
## Mendocino.l6 7.050e-01 3.024e-01 2.331 0.02547 *
## SanBenito.l6 9.528e-01 4.402e-01 2.165 0.03713 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 680.7 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 2.591e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Ventura:
## ========================================
## Ventura = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.529345 0.159656 3.316 0.00210 **
## SanDiego.l1 -0.029701 0.334945 -0.089 0.92983
## Orange.l1 0.017657 0.220836 0.080 0.93671
## Riverside.l1 0.009011 0.553092 0.016 0.98709
## SanBernadino.l1 -0.705237 0.296020 -2.382 0.02260 *
## SantaClara.l1 -0.074791 0.069137 -1.082 0.28655
## Alameda.l1 -0.084776 0.232562 -0.365 0.71760
## Sacramento.l1 0.468208 0.639863 0.732 0.46907
## Fresno.l1 0.235598 0.422994 0.557 0.58099
## Kern.l1 0.293532 0.351337 0.835 0.40896
## SanFrancisco.l1 -0.228133 0.075552 -3.020 0.00463 **
## Ventura.l1 0.682630 0.211890 3.222 0.00270 **
## SanJoaquin.l1 0.768744 0.277782 2.767 0.00887 **
## SanMateo.l1 -0.057142 0.107478 -0.532 0.59822
## Stanislaus.l1 0.361056 0.371309 0.972 0.33735
## Sonoma.l1 -0.496131 0.192653 -2.575 0.01427 *
## Tulare.l1 0.079847 0.650056 0.123 0.90292
## Solano.l1 -0.099881 0.314675 -0.317 0.75277
## SantaBarbara.l1 0.010015 0.171921 0.058 0.95387
## Monterey.l1 0.243457 0.234374 1.039 0.30585
## Placer.l1 -0.416532 0.519312 -0.802 0.42777
## SanLuisObispo.l1 -0.100450 0.229690 -0.437 0.66449
## SantaCruz.l1 0.102184 0.124636 0.820 0.41769
## Marin.l1 0.179486 0.114129 1.573 0.12455
## Butte.l1 -0.073791 0.381463 -0.193 0.84770
## Yolo.l1 -0.239119 0.274963 -0.870 0.39026
## ElDorado.l1 -0.215699 0.284301 -0.759 0.45297
## Shasta.l1 0.089522 0.452179 0.198 0.84418
## Madera.l1 0.534951 0.659891 0.811 0.42288
## Kings.l1 0.156432 0.264289 0.592 0.55762
## Napa.l1 0.151077 0.170151 0.888 0.38049
## Humboldt.l1 -0.219997 0.171755 -1.281 0.20843
## Sutter.l1 -1.852864 0.406468 -4.558 5.74e-05 ***
## Mendocino.l1 0.113283 0.097821 1.158 0.25446
## SanBenito.l1 0.893753 0.259675 3.442 0.00148 **
## LosAngeles.l2 0.026807 0.156729 0.171 0.86515
## SanDiego.l2 0.847903 0.336224 2.522 0.01624 *
## Orange.l2 -0.139935 0.231686 -0.604 0.54964
## Riverside.l2 -0.167918 0.519699 -0.323 0.74848
## SanBernadino.l2 0.123267 0.273479 0.451 0.65488
## SantaClara.l2 -0.239791 0.111500 -2.151 0.03830 *
## Alameda.l2 0.613647 0.233435 2.629 0.01252 *
## Sacramento.l2 -1.217196 0.587619 -2.071 0.04555 *
## Fresno.l2 0.460456 0.767109 0.600 0.55210
## Kern.l2 0.298392 0.527731 0.565 0.57529
## SanFrancisco.l2 -0.052740 0.121657 -0.434 0.66723
## Ventura.l2 -1.034015 0.350081 -2.954 0.00550 **
## SanJoaquin.l2 -1.070545 0.402253 -2.661 0.01155 *
## SanMateo.l2 0.124857 0.137637 0.907 0.37036
## Stanislaus.l2 0.331729 0.406245 0.817 0.41954
## Sonoma.l2 0.364537 0.222167 1.641 0.10954
## Tulare.l2 -0.325635 0.792324 -0.411 0.68352
## Solano.l2 0.395843 0.348932 1.134 0.26411
## SantaBarbara.l2 0.182770 0.201745 0.906 0.37099
## Monterey.l2 -0.467249 0.231749 -2.016 0.05129 .
## Placer.l2 1.203020 0.529939 2.270 0.02929 *
## SanLuisObispo.l2 -0.229478 0.243375 -0.943 0.35202
## SantaCruz.l2 -0.182679 0.158918 -1.150 0.25792
## Marin.l2 -0.224121 0.146851 -1.526 0.13570
## Butte.l2 0.515764 0.423857 1.217 0.23159
## Yolo.l2 0.715588 0.332915 2.149 0.03839 *
## ElDorado.l2 0.330545 0.275064 1.202 0.23732
## Shasta.l2 -1.110920 0.532767 -2.085 0.04420 *
## Madera.l2 0.497919 0.670353 0.743 0.46244
## Kings.l2 -0.549445 0.446637 -1.230 0.22661
## Napa.l2 -0.344146 0.186629 -1.844 0.07342 .
## Humboldt.l2 0.084285 0.236422 0.357 0.72355
## Sutter.l2 1.100343 0.652448 1.686 0.10035
## Mendocino.l2 -0.066295 0.126140 -0.526 0.60241
## SanBenito.l2 -0.117274 0.256513 -0.457 0.65028
## LosAngeles.l3 -0.076910 0.201464 -0.382 0.70489
## SanDiego.l3 -0.573676 0.318190 -1.803 0.07977 .
## Orange.l3 0.396785 0.203569 1.949 0.05910 .
## Riverside.l3 -0.346946 0.369303 -0.939 0.35375
## SanBernadino.l3 -0.387236 0.299398 -1.293 0.20412
## SantaClara.l3 0.298741 0.097105 3.076 0.00399 **
## Alameda.l3 -0.027350 0.232596 -0.118 0.90705
## Sacramento.l3 -0.281490 0.491101 -0.573 0.57009
## Fresno.l3 -0.392301 0.666892 -0.588 0.56004
## Kern.l3 -1.116376 0.524349 -2.129 0.04016 *
## SanFrancisco.l3 0.019614 0.118932 0.165 0.86993
## Ventura.l3 -0.708683 0.331273 -2.139 0.03927 *
## SanJoaquin.l3 0.179053 0.428258 0.418 0.67836
## SanMateo.l3 -0.033910 0.103381 -0.328 0.74480
## Stanislaus.l3 -0.122259 0.483854 -0.253 0.80196
## Sonoma.l3 -0.070756 0.233696 -0.303 0.76381
## Tulare.l3 0.187508 0.636360 0.295 0.76995
## Solano.l3 -0.606651 0.491522 -1.234 0.22511
## SantaBarbara.l3 0.117542 0.198194 0.593 0.55684
## Monterey.l3 0.096567 0.266852 0.362 0.71956
## Placer.l3 -0.542772 0.300974 -1.803 0.07970 .
## SanLuisObispo.l3 0.269227 0.308428 0.873 0.38850
## SantaCruz.l3 -0.120670 0.130657 -0.924 0.36186
## Marin.l3 0.406146 0.161068 2.522 0.01625 *
## Butte.l3 -0.552955 0.351563 -1.573 0.12450
## Yolo.l3 -0.323436 0.338014 -0.957 0.34501
## ElDorado.l3 -0.122221 0.272817 -0.448 0.65684
## Shasta.l3 0.731963 0.444585 1.646 0.10839
## Madera.l3 0.785503 0.611861 1.284 0.20742
## Kings.l3 0.822238 0.446833 1.840 0.07400 .
## Napa.l3 0.003890 0.207140 0.019 0.98512
## Humboldt.l3 0.590987 0.231819 2.549 0.01520 *
## Sutter.l3 -0.834949 0.749238 -1.114 0.27249
## Mendocino.l3 -0.051888 0.113827 -0.456 0.65124
## SanBenito.l3 -0.185783 0.308782 -0.602 0.55117
## LosAngeles.l4 -0.023056 0.179205 -0.129 0.89834
## SanDiego.l4 -0.803495 0.341110 -2.356 0.02406 *
## Orange.l4 0.072609 0.177026 0.410 0.68412
## Riverside.l4 0.026017 0.536630 0.048 0.96160
## SanBernadino.l4 -0.199620 0.329690 -0.605 0.54866
## SantaClara.l4 -0.169513 0.106290 -1.595 0.11950
## Alameda.l4 0.235035 0.190662 1.233 0.22567
## Sacramento.l4 0.654566 0.403618 1.622 0.11358
## Fresno.l4 -0.816421 0.474618 -1.720 0.09399 .
## Kern.l4 0.208733 0.447839 0.466 0.64396
## SanFrancisco.l4 -0.001565 0.105110 -0.015 0.98820
## Ventura.l4 0.712388 0.331750 2.147 0.03857 *
## SanJoaquin.l4 0.248233 0.438127 0.567 0.57452
## SanMateo.l4 -0.032524 0.094837 -0.343 0.73363
## Stanislaus.l4 1.262333 0.380337 3.319 0.00208 **
## Sonoma.l4 -0.325787 0.198170 -1.644 0.10889
## Tulare.l4 -0.548051 0.646619 -0.848 0.40228
## Solano.l4 0.899005 0.381098 2.359 0.02387 *
## SantaBarbara.l4 0.294958 0.263402 1.120 0.27021
## Monterey.l4 0.126678 0.213953 0.592 0.55749
## Placer.l4 0.692811 0.365591 1.895 0.06614 .
## SanLuisObispo.l4 -0.415764 0.312283 -1.331 0.19144
## SantaCruz.l4 0.178688 0.116785 1.530 0.13474
## Marin.l4 -0.288712 0.119568 -2.415 0.02096 *
## Butte.l4 0.395796 0.355970 1.112 0.27356
## Yolo.l4 -0.193696 0.484709 -0.400 0.69180
## ElDorado.l4 -0.367082 0.251768 -1.458 0.15351
## Shasta.l4 1.113439 0.485900 2.291 0.02789 *
## Madera.l4 -1.632175 0.677049 -2.411 0.02115 *
## Kings.l4 -0.406263 0.485153 -0.837 0.40790
## Napa.l4 0.139908 0.193863 0.722 0.47515
## Humboldt.l4 0.147542 0.189397 0.779 0.44106
## Sutter.l4 1.129127 0.778823 1.450 0.15577
## Mendocino.l4 0.246460 0.144876 1.701 0.09753 .
## SanBenito.l4 -0.367175 0.326933 -1.123 0.26883
## LosAngeles.l5 0.004914 0.162280 0.030 0.97601
## SanDiego.l5 0.640619 0.303209 2.113 0.04162 *
## Orange.l5 0.127206 0.181221 0.702 0.48723
## Riverside.l5 0.971186 0.401851 2.417 0.02085 *
## SanBernadino.l5 -0.024856 0.315537 -0.079 0.93765
## SantaClara.l5 -0.049401 0.106412 -0.464 0.64527
## Alameda.l5 -0.280036 0.161878 -1.730 0.09221 .
## Sacramento.l5 -0.301784 0.470275 -0.642 0.52512
## Fresno.l5 -1.466438 0.619118 -2.369 0.02334 *
## Kern.l5 0.353088 0.542844 0.650 0.51954
## SanFrancisco.l5 0.072121 0.094729 0.761 0.45141
## Ventura.l5 -0.676550 0.248794 -2.719 0.01000 *
## SanJoaquin.l5 0.480577 0.429773 1.118 0.27088
## SanMateo.l5 0.204897 0.122996 1.666 0.10441
## Stanislaus.l5 -0.562263 0.380430 -1.478 0.14811
## Sonoma.l5 0.119377 0.222760 0.536 0.59533
## Tulare.l5 0.308224 0.847354 0.364 0.71817
## Solano.l5 -0.164837 0.360776 -0.457 0.65049
## SantaBarbara.l5 -0.390543 0.237652 -1.643 0.10902
## Monterey.l5 -0.266233 0.180681 -1.473 0.14931
## Placer.l5 -0.401190 0.318895 -1.258 0.21647
## SanLuisObispo.l5 0.358434 0.281923 1.271 0.21174
## SantaCruz.l5 -0.202200 0.098599 -2.051 0.04763 *
## Marin.l5 -0.056718 0.094163 -0.602 0.55072
## Butte.l5 0.817978 0.549070 1.490 0.14500
## Yolo.l5 -0.119712 0.474628 -0.252 0.80230
## ElDorado.l5 0.294877 0.321173 0.918 0.36466
## Shasta.l5 -0.241478 0.484230 -0.499 0.62104
## Madera.l5 0.608528 0.658331 0.924 0.36146
## Kings.l5 -0.379333 0.450390 -0.842 0.40522
## Napa.l5 -0.104826 0.187649 -0.559 0.57987
## Humboldt.l5 -0.190045 0.191233 -0.994 0.32696
## Sutter.l5 -0.998144 0.549382 -1.817 0.07757 .
## Mendocino.l5 -0.125491 0.165328 -0.759 0.45277
## SanBenito.l5 0.731816 0.336710 2.173 0.03641 *
## LosAngeles.l6 0.281270 0.167176 1.682 0.10113
## SanDiego.l6 0.695416 0.245775 2.829 0.00758 **
## Orange.l6 0.297302 0.168731 1.762 0.08656 .
## Riverside.l6 -0.433283 0.509856 -0.850 0.40104
## SanBernadino.l6 -0.245190 0.346176 -0.708 0.48333
## SantaClara.l6 -0.011689 0.070677 -0.165 0.86957
## Alameda.l6 -0.311709 0.142950 -2.181 0.03583 *
## Sacramento.l6 0.104993 0.439851 0.239 0.81269
## Fresno.l6 1.056854 0.467328 2.261 0.02987 *
## Kern.l6 -0.275013 0.458930 -0.599 0.55276
## SanFrancisco.l6 0.054365 0.103383 0.526 0.60221
## Ventura.l6 -0.531906 0.386787 -1.375 0.17757
## SanJoaquin.l6 -1.135072 0.355000 -3.197 0.00289 **
## SanMateo.l6 -0.213481 0.105545 -2.023 0.05059 .
## Stanislaus.l6 0.294486 0.508622 0.579 0.56620
## Sonoma.l6 0.835358 0.235714 3.544 0.00111 **
## Tulare.l6 0.768069 0.698639 1.099 0.27890
## Solano.l6 0.775698 0.260702 2.975 0.00520 **
## SantaBarbara.l6 0.175340 0.273388 0.641 0.52535
## Monterey.l6 -0.355969 0.159366 -2.234 0.03181 *
## Placer.l6 -0.105470 0.391158 -0.270 0.78898
## SanLuisObispo.l6 0.014231 0.234814 0.061 0.95201
## SantaCruz.l6 0.175433 0.091784 1.911 0.06394 .
## Marin.l6 0.050900 0.093395 0.545 0.58911
## Butte.l6 -1.585435 0.391347 -4.051 0.00026 ***
## Yolo.l6 -0.552321 0.376636 -1.466 0.15121
## ElDorado.l6 -0.197705 0.265852 -0.744 0.46191
## Shasta.l6 0.553306 0.452664 1.222 0.22953
## Madera.l6 0.016278 0.605757 0.027 0.97871
## Kings.l6 0.429768 0.376073 1.143 0.26067
## Napa.l6 -0.004249 0.226292 -0.019 0.98512
## Humboldt.l6 0.253702 0.210384 1.206 0.23572
## Sutter.l6 0.263393 0.532508 0.495 0.62387
## Mendocino.l6 0.077570 0.121067 0.641 0.52576
## SanBenito.l6 -0.358787 0.176207 -2.036 0.04914 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 272.5 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 5.536e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation SanJoaquin:
## ===========================================
## SanJoaquin = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.164494 0.101964 1.613 0.11542
## SanDiego.l1 -0.084893 0.213912 -0.397 0.69381
## Orange.l1 -0.073126 0.141037 -0.518 0.60729
## Riverside.l1 -0.059864 0.353231 -0.169 0.86637
## SanBernadino.l1 -0.318629 0.189053 -1.685 0.10056
## SantaClara.l1 0.030098 0.044154 0.682 0.49981
## Alameda.l1 0.053561 0.148525 0.361 0.72049
## Sacramento.l1 0.004411 0.408647 0.011 0.99145
## Fresno.l1 -0.371704 0.270144 -1.376 0.17734
## Kern.l1 0.157533 0.224380 0.702 0.48714
## SanFrancisco.l1 -0.133963 0.048251 -2.776 0.00867 **
## Ventura.l1 0.177367 0.135323 1.311 0.19826
## SanJoaquin.l1 0.880524 0.177405 4.963 1.68e-05 ***
## SanMateo.l1 0.008086 0.068641 0.118 0.90688
## Stanislaus.l1 0.335373 0.237135 1.414 0.16587
## Sonoma.l1 -0.021118 0.123038 -0.172 0.86468
## Tulare.l1 0.863010 0.415156 2.079 0.04483 *
## Solano.l1 -0.171961 0.200967 -0.856 0.39784
## SantaBarbara.l1 0.107473 0.109797 0.979 0.33419
## Monterey.l1 -0.305597 0.149682 -2.042 0.04857 *
## Placer.l1 0.028024 0.331657 0.084 0.93313
## SanLuisObispo.l1 -0.139101 0.146691 -0.948 0.34932
## SantaCruz.l1 0.103774 0.079598 1.304 0.20060
## Marin.l1 -0.114543 0.072888 -1.571 0.12482
## Butte.l1 0.047803 0.243620 0.196 0.84554
## Yolo.l1 0.233401 0.175604 1.329 0.19217
## ElDorado.l1 -0.283482 0.181568 -1.561 0.12720
## Shasta.l1 -0.109346 0.288783 -0.379 0.70718
## Madera.l1 0.634747 0.421438 1.506 0.14075
## Kings.l1 -0.138185 0.168787 -0.819 0.41835
## Napa.l1 0.286285 0.108667 2.635 0.01235 *
## Humboldt.l1 -0.174714 0.109691 -1.593 0.11995
## Sutter.l1 -0.639267 0.259590 -2.463 0.01871 *
## Mendocino.l1 0.063053 0.062473 1.009 0.31958
## SanBenito.l1 0.431937 0.165841 2.605 0.01329 *
## LosAngeles.l2 -0.150003 0.100095 -1.499 0.14269
## SanDiego.l2 0.479860 0.214729 2.235 0.03173 *
## Orange.l2 -0.033105 0.147966 -0.224 0.82423
## Riverside.l2 0.560082 0.331905 1.687 0.10016
## SanBernadino.l2 0.285237 0.174657 1.633 0.11116
## SantaClara.l2 -0.114284 0.071209 -1.605 0.11725
## Alameda.l2 0.368753 0.149083 2.473 0.01823 *
## Sacramento.l2 -0.346337 0.375281 -0.923 0.36222
## Fresno.l2 -0.180806 0.489912 -0.369 0.71425
## Kern.l2 0.144267 0.337034 0.428 0.67117
## SanFrancisco.l2 0.034213 0.077696 0.440 0.66232
## Ventura.l2 -0.366256 0.223579 -1.638 0.11010
## SanJoaquin.l2 -0.244213 0.256898 -0.951 0.34813
## SanMateo.l2 -0.061759 0.087902 -0.703 0.48683
## Stanislaus.l2 0.212820 0.259447 0.820 0.41745
## Sonoma.l2 0.150257 0.141886 1.059 0.29665
## Tulare.l2 -0.185906 0.506016 -0.367 0.71548
## Solano.l2 -0.394052 0.222845 -1.768 0.08549 .
## SantaBarbara.l2 0.022402 0.128844 0.174 0.86294
## Monterey.l2 0.030148 0.148006 0.204 0.83974
## Placer.l2 0.203804 0.338445 0.602 0.55083
## SanLuisObispo.l2 0.112152 0.155431 0.722 0.47523
## SantaCruz.l2 -0.127507 0.101493 -1.256 0.21709
## Marin.l2 -0.042150 0.093786 -0.449 0.65581
## Butte.l2 0.138455 0.270695 0.511 0.61214
## Yolo.l2 0.190836 0.212615 0.898 0.37538
## ElDorado.l2 0.072430 0.175669 0.412 0.68256
## Shasta.l2 -0.523864 0.340250 -1.540 0.13239
## Madera.l2 -0.292433 0.428120 -0.683 0.49894
## Kings.l2 0.014457 0.285244 0.051 0.95986
## Napa.l2 -0.189330 0.119190 -1.588 0.12092
## Humboldt.l2 -0.131827 0.150991 -0.873 0.38841
## Sutter.l2 0.112575 0.416684 0.270 0.78857
## Mendocino.l2 0.006955 0.080559 0.086 0.93168
## SanBenito.l2 -0.047293 0.163821 -0.289 0.77448
## LosAngeles.l3 0.074652 0.128665 0.580 0.56539
## SanDiego.l3 -0.410716 0.203211 -2.021 0.05075 .
## Orange.l3 0.176002 0.130009 1.354 0.18425
## Riverside.l3 -0.659547 0.235854 -2.796 0.00824 **
## SanBernadino.l3 -0.112045 0.191210 -0.586 0.56154
## SantaClara.l3 0.102823 0.062016 1.658 0.10600
## Alameda.l3 -0.041969 0.148547 -0.283 0.77915
## Sacramento.l3 -0.052154 0.313641 -0.166 0.86886
## Fresno.l3 0.786014 0.425909 1.845 0.07320 .
## Kern.l3 -0.727318 0.334874 -2.172 0.03653 *
## SanFrancisco.l3 0.060068 0.075955 0.791 0.43422
## Ventura.l3 -0.280734 0.211566 -1.327 0.19289
## SanJoaquin.l3 0.197485 0.273506 0.722 0.47493
## SanMateo.l3 -0.034877 0.066024 -0.528 0.60057
## Stanislaus.l3 -0.006685 0.309012 -0.022 0.98286
## Sonoma.l3 -0.108349 0.149250 -0.726 0.47256
## Tulare.l3 -0.437726 0.406410 -1.077 0.28862
## Solano.l3 -0.076744 0.313909 -0.244 0.80825
## SantaBarbara.l3 -0.133119 0.126576 -1.052 0.29995
## Monterey.l3 0.339967 0.170424 1.995 0.05368 .
## Placer.l3 -0.361585 0.192216 -1.881 0.06806 .
## SanLuisObispo.l3 0.190091 0.196977 0.965 0.34096
## SantaCruz.l3 -0.066622 0.083444 -0.798 0.42987
## Marin.l3 0.076341 0.102866 0.742 0.46281
## Butte.l3 -0.149731 0.224525 -0.667 0.50910
## Yolo.l3 -0.180334 0.215872 -0.835 0.40902
## ElDorado.l3 0.063169 0.174234 0.363 0.71906
## Shasta.l3 0.542228 0.283933 1.910 0.06416 .
## Madera.l3 -0.006847 0.390763 -0.018 0.98612
## Kings.l3 0.010001 0.285369 0.035 0.97224
## Napa.l3 0.101037 0.132289 0.764 0.44999
## Humboldt.l3 0.279420 0.148051 1.887 0.06720 .
## Sutter.l3 -0.182442 0.478499 -0.381 0.70524
## Mendocino.l3 -0.053798 0.072695 -0.740 0.46407
## SanBenito.l3 -0.070718 0.197203 -0.359 0.72199
## LosAngeles.l4 0.055263 0.114449 0.483 0.63212
## SanDiego.l4 -0.227552 0.217849 -1.045 0.30320
## Orange.l4 -0.054940 0.113057 -0.486 0.62995
## Riverside.l4 -0.119771 0.342717 -0.349 0.72877
## SanBernadino.l4 -0.393233 0.210556 -1.868 0.06998 .
## SantaClara.l4 -0.138517 0.067882 -2.041 0.04868 *
## Alameda.l4 0.007750 0.121766 0.064 0.94960
## Sacramento.l4 0.403413 0.257770 1.565 0.12633
## Fresno.l4 -0.429442 0.303113 -1.417 0.16515
## Kern.l4 0.440185 0.286012 1.539 0.13254
## SanFrancisco.l4 -0.169262 0.067129 -2.521 0.01625 *
## Ventura.l4 0.577519 0.211871 2.726 0.00984 **
## SanJoaquin.l4 -0.272587 0.279809 -0.974 0.33646
## SanMateo.l4 -0.002597 0.060567 -0.043 0.96603
## Stanislaus.l4 0.485943 0.242901 2.001 0.05302 .
## Sonoma.l4 0.163159 0.126561 1.289 0.20556
## Tulare.l4 -0.427394 0.412961 -1.035 0.30760
## Solano.l4 0.143769 0.243388 0.591 0.55841
## SantaBarbara.l4 0.309032 0.168221 1.837 0.07447 .
## Monterey.l4 -0.076568 0.136641 -0.560 0.57871
## Placer.l4 0.391877 0.233484 1.678 0.10193
## SanLuisObispo.l4 -0.169141 0.199439 -0.848 0.40199
## SantaCruz.l4 0.158341 0.074584 2.123 0.04070 *
## Marin.l4 -0.124016 0.076362 -1.624 0.11309
## Butte.l4 0.001289 0.227339 0.006 0.99551
## Yolo.l4 0.087684 0.309558 0.283 0.77860
## ElDorado.l4 -0.185222 0.160791 -1.152 0.25694
## Shasta.l4 0.111873 0.310319 0.361 0.72057
## Madera.l4 0.160956 0.432396 0.372 0.71189
## Kings.l4 0.098740 0.309841 0.319 0.75181
## Napa.l4 0.142193 0.123810 1.148 0.25835
## Humboldt.l4 -0.008697 0.120958 -0.072 0.94308
## Sutter.l4 -0.106764 0.497393 -0.215 0.83125
## Mendocino.l4 0.089051 0.092525 0.962 0.34224
## SanBenito.l4 -0.072582 0.208795 -0.348 0.73015
## LosAngeles.l5 -0.216286 0.103640 -2.087 0.04404 *
## SanDiego.l5 0.506127 0.193644 2.614 0.01299 *
## Orange.l5 0.056852 0.115737 0.491 0.62626
## Riverside.l5 0.634169 0.256641 2.471 0.01834 *
## SanBernadino.l5 0.326121 0.201517 1.618 0.11432
## SantaClara.l5 0.173747 0.067960 2.557 0.01493 *
## Alameda.l5 -0.043321 0.103383 -0.419 0.67768
## Sacramento.l5 -0.201355 0.300340 -0.670 0.50687
## Fresno.l5 -0.404161 0.395398 -1.022 0.31353
## Kern.l5 0.204580 0.346686 0.590 0.55881
## SanFrancisco.l5 0.101789 0.060499 1.683 0.10113
## Ventura.l5 -0.507732 0.158892 -3.195 0.00290 **
## SanJoaquin.l5 0.309059 0.274473 1.126 0.26761
## SanMateo.l5 0.096442 0.078551 1.228 0.22750
## Stanislaus.l5 -0.498285 0.242960 -2.051 0.04761 *
## Sonoma.l5 -0.239739 0.142265 -1.685 0.10061
## Tulare.l5 -0.353097 0.541161 -0.652 0.51824
## Solano.l5 0.038653 0.230409 0.168 0.86771
## SantaBarbara.l5 -0.225718 0.151776 -1.487 0.14567
## Monterey.l5 -0.033365 0.115391 -0.289 0.77413
## Placer.l5 -0.077323 0.203662 -0.380 0.70643
## SanLuisObispo.l5 0.386875 0.180050 2.149 0.03846 *
## SantaCruz.l5 -0.159536 0.062970 -2.534 0.01579 *
## Marin.l5 -0.006770 0.060137 -0.113 0.91099
## Butte.l5 0.528983 0.350662 1.509 0.14015
## Yolo.l5 -0.052706 0.303120 -0.174 0.86294
## ElDorado.l5 -0.266451 0.205116 -1.299 0.20219
## Shasta.l5 -0.141371 0.309252 -0.457 0.65032
## Madera.l5 0.252063 0.420441 0.600 0.55258
## Kings.l5 -0.120305 0.287640 -0.418 0.67825
## Napa.l5 -0.172583 0.119841 -1.440 0.15848
## Humboldt.l5 -0.087151 0.122131 -0.714 0.48008
## Sutter.l5 0.374473 0.350862 1.067 0.29294
## Mendocino.l5 0.145093 0.105586 1.374 0.17788
## SanBenito.l5 -0.114725 0.215039 -0.534 0.59696
## LosAngeles.l6 0.042792 0.106767 0.401 0.69094
## SanDiego.l6 -0.278681 0.156964 -1.775 0.08428 .
## Orange.l6 0.153073 0.107760 1.421 0.16406
## Riverside.l6 -0.036779 0.325618 -0.113 0.91070
## SanBernadino.l6 -0.081771 0.221084 -0.370 0.71365
## SantaClara.l6 -0.085016 0.045138 -1.883 0.06773 .
## Alameda.l6 0.048682 0.091295 0.533 0.59715
## Sacramento.l6 -0.242964 0.280910 -0.865 0.39281
## Fresno.l6 0.022109 0.298458 0.074 0.94136
## Kern.l6 -0.509448 0.293094 -1.738 0.09073 .
## SanFrancisco.l6 0.094039 0.066025 1.424 0.16297
## Ventura.l6 -0.114660 0.247021 -0.464 0.64532
## SanJoaquin.l6 -0.204805 0.226720 -0.903 0.37235
## SanMateo.l6 -0.105751 0.067406 -1.569 0.12543
## Stanislaus.l6 0.326339 0.324830 1.005 0.32177
## Sonoma.l6 0.252565 0.150538 1.678 0.10206
## Tulare.l6 0.667715 0.446184 1.497 0.14324
## Solano.l6 -0.083199 0.166497 -0.500 0.62032
## SantaBarbara.l6 -0.136846 0.174598 -0.784 0.43830
## Monterey.l6 0.164490 0.101779 1.616 0.11479
## Placer.l6 0.173886 0.249812 0.696 0.49086
## SanLuisObispo.l6 -0.093813 0.149963 -0.626 0.53554
## SantaCruz.l6 0.051825 0.058617 0.884 0.38249
## Marin.l6 -0.023933 0.059647 -0.401 0.69060
## Butte.l6 -0.566282 0.249933 -2.266 0.02958 *
## Yolo.l6 -0.066174 0.240538 -0.275 0.78480
## ElDorado.l6 0.280832 0.169786 1.654 0.10682
## Shasta.l6 0.937320 0.289093 3.242 0.00256 **
## Madera.l6 -0.919501 0.386866 -2.377 0.02290 *
## Kings.l6 0.129706 0.240178 0.540 0.59249
## Napa.l6 -0.026165 0.144521 -0.181 0.85735
## Humboldt.l6 -0.182894 0.134362 -1.361 0.18191
## Sutter.l6 0.230139 0.340085 0.677 0.50291
## Mendocino.l6 0.057476 0.077319 0.743 0.46208
## SanBenito.l6 -0.021580 0.112534 -0.192 0.84900
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 174 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 4.91e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation SanMateo:
## =========================================
## SanMateo = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 1.5495018 0.4351713 3.561 0.00106 **
## SanDiego.l1 1.5461235 0.9129553 1.694 0.09899 .
## Orange.l1 0.5164987 0.6019298 0.858 0.39653
## Riverside.l1 -3.1661417 1.5075549 -2.100 0.04278 *
## SanBernadino.l1 -0.9964388 0.8068581 -1.235 0.22484
## SantaClara.l1 0.1254738 0.1884460 0.666 0.50976
## Alameda.l1 1.6738954 0.6338913 2.641 0.01216 *
## Sacramento.l1 -1.6097833 1.7440650 -0.923 0.36215
## Fresno.l1 0.4986789 1.1529472 0.433 0.66794
## Kern.l1 0.3529017 0.9576325 0.369 0.71465
## SanFrancisco.l1 -0.1563922 0.2059302 -0.759 0.45253
## Ventura.l1 -0.6620500 0.5775449 -1.146 0.25923
## SanJoaquin.l1 0.7341692 0.7571466 0.970 0.33869
## SanMateo.l1 -0.1666750 0.2929519 -0.569 0.57292
## Stanislaus.l1 2.5913489 1.0120699 2.560 0.01479 *
## Sonoma.l1 0.2709405 0.5251122 0.516 0.60903
## Tulare.l1 0.6935484 1.7718464 0.391 0.69779
## Solano.l1 -2.0286000 0.8577050 -2.365 0.02353 *
## SantaBarbara.l1 -0.7306803 0.4686032 -1.559 0.12768
## Monterey.l1 -1.3333083 0.6388293 -2.087 0.04402 *
## Placer.l1 0.3384049 1.4154795 0.239 0.81240
## SanLuisObispo.l1 -2.1360621 0.6260629 -3.412 0.00161 **
## SantaCruz.l1 1.1590156 0.3397173 3.412 0.00161 **
## Marin.l1 -0.2354330 0.3110794 -0.757 0.45408
## Butte.l1 1.4954719 1.0397467 1.438 0.15899
## Yolo.l1 -0.7233577 0.7494614 -0.965 0.34090
## ElDorado.l1 -0.6111231 0.7749138 -0.789 0.43549
## Shasta.l1 1.2588106 1.2324976 1.021 0.31390
## Madera.l1 0.9089787 1.7986551 0.505 0.61638
## Kings.l1 -1.4896296 0.7203672 -2.068 0.04590 *
## Napa.l1 0.9424280 0.4637790 2.032 0.04958 *
## Humboldt.l1 0.4979435 0.4681505 1.064 0.29457
## Sutter.l1 -3.5010669 1.1079023 -3.160 0.00319 **
## Mendocino.l1 0.1473873 0.2666293 0.553 0.58383
## SanBenito.l1 1.4135821 0.7077918 1.997 0.05341 .
## LosAngeles.l2 -0.7145815 0.4271945 -1.673 0.10305
## SanDiego.l2 0.9498946 0.9164402 1.037 0.30688
## Orange.l2 -0.2373320 0.6315035 -0.376 0.70926
## Riverside.l2 1.0204813 1.4165358 0.720 0.47593
## SanBernadino.l2 0.4737769 0.7454183 0.636 0.52907
## SantaClara.l2 -0.9041525 0.3039126 -2.975 0.00521 **
## Alameda.l2 0.1099659 0.6362708 0.173 0.86375
## Sacramento.l2 -1.6324581 1.6016634 -1.019 0.31490
## Fresno.l2 4.7259658 2.0908958 2.260 0.02995 *
## Kern.l2 -1.0887073 1.4384293 -0.757 0.45405
## SanFrancisco.l2 0.0099463 0.3315991 0.030 0.97624
## Ventura.l2 -2.2745535 0.9542111 -2.384 0.02254 *
## SanJoaquin.l2 -0.8199377 1.0964140 -0.748 0.45942
## SanMateo.l2 -0.1303557 0.3751552 -0.347 0.73026
## Stanislaus.l2 3.0239580 1.1072947 2.731 0.00972 **
## Sonoma.l2 0.3274516 0.6055567 0.541 0.59201
## Tulare.l2 -2.1090832 2.1596255 -0.977 0.33529
## Solano.l2 1.7362002 0.9510789 1.826 0.07623 .
## SantaBarbara.l2 0.0160779 0.5498928 0.029 0.97684
## Monterey.l2 0.0239255 0.6316748 0.038 0.97000
## Placer.l2 0.3421545 1.4444474 0.237 0.81410
## SanLuisObispo.l2 1.0273721 0.6633641 1.549 0.13019
## SantaCruz.l2 0.1367089 0.4331609 0.316 0.75412
## Marin.l2 -0.1477499 0.4002693 -0.369 0.71420
## Butte.l2 -0.6425564 1.1553008 -0.556 0.58153
## Yolo.l2 0.7717445 0.9074213 0.850 0.40068
## ElDorado.l2 1.0929893 0.7497383 1.458 0.15356
## Shasta.l2 -2.5105894 1.4521547 -1.729 0.09240 .
## Madera.l2 2.8106456 1.8271719 1.538 0.13273
## Kings.l2 0.1140424 1.2173915 0.094 0.92588
## Napa.l2 -0.3902627 0.5086905 -0.767 0.44797
## Humboldt.l2 -0.8487046 0.6444130 -1.317 0.19615
## Sutter.l2 -1.7730509 1.7783678 -0.997 0.32541
## Mendocino.l2 0.0447597 0.3438177 0.130 0.89715
## SanBenito.l2 -0.5032107 0.6991737 -0.720 0.47634
## LosAngeles.l3 -0.0127832 0.5491286 -0.023 0.98156
## SanDiego.l3 1.1301177 0.8672845 1.303 0.20083
## Orange.l3 0.2296701 0.5548643 0.414 0.68139
## Riverside.l3 -0.7197691 1.0066033 -0.715 0.47919
## SanBernadino.l3 -0.6457330 0.8160632 -0.791 0.43396
## SantaClara.l3 0.8500582 0.2646778 3.212 0.00278 **
## Alameda.l3 0.3624348 0.6339830 0.572 0.57109
## Sacramento.l3 -0.6922207 1.3385873 -0.517 0.60823
## Fresno.l3 -2.4006844 1.8177377 -1.321 0.19494
## Kern.l3 -0.2923295 1.4292103 -0.205 0.83908
## SanFrancisco.l3 0.4661112 0.3241700 1.438 0.15911
## Ventura.l3 0.0402586 0.9029445 0.045 0.96468
## SanJoaquin.l3 -0.6657088 1.1672962 -0.570 0.57202
## SanMateo.l3 -0.3384875 0.2817831 -1.201 0.23750
## Stanislaus.l3 0.6074650 1.3188342 0.461 0.64785
## Sonoma.l3 0.1533636 0.6369825 0.241 0.81110
## Tulare.l3 2.3240936 1.7345154 1.340 0.18867
## Solano.l3 -0.6286769 1.3397332 -0.469 0.64172
## SantaBarbara.l3 0.8921203 0.5402137 1.651 0.10735
## Monterey.l3 -0.7845027 0.7273545 -1.079 0.28795
## Placer.l3 -0.2754763 0.8203598 -0.336 0.73897
## SanLuisObispo.l3 0.4773886 0.8406761 0.568 0.57365
## SantaCruz.l3 -0.5405768 0.3561299 -1.518 0.13777
## Marin.l3 -0.2457944 0.4390209 -0.560 0.57904
## Butte.l3 -1.8189370 0.9582505 -1.898 0.06571 .
## Yolo.l3 -1.5252892 0.9213194 -1.656 0.10651
## ElDorado.l3 -1.1839436 0.7436126 -1.592 0.12009
## Shasta.l3 2.1347970 1.2117978 1.762 0.08662 .
## Madera.l3 -0.5674930 1.6677385 -0.340 0.73563
## Kings.l3 -0.8525052 1.2179253 -0.700 0.48845
## Napa.l3 0.0966804 0.5645984 0.171 0.86500
## Humboldt.l3 1.1773200 0.6318651 1.863 0.07060 .
## Sutter.l3 0.6682165 2.0421868 0.327 0.74541
## Mendocino.l3 -0.3106231 0.3102562 -1.001 0.32342
## SanBenito.l3 -0.7136429 0.8416409 -0.848 0.40209
## LosAngeles.l4 0.5324812 0.4884561 1.090 0.28290
## SanDiego.l4 -0.8630851 0.9297584 -0.928 0.35944
## Orange.l4 0.0467181 0.4825179 0.097 0.92341
## Riverside.l4 -0.1514755 1.4626829 -0.104 0.91809
## SanBernadino.l4 -0.6289219 0.8986302 -0.700 0.48851
## SantaClara.l4 -0.5885359 0.2897139 -2.031 0.04964 *
## Alameda.l4 0.6945988 0.5196845 1.337 0.18975
## Sacramento.l4 -0.9402501 1.1001346 -0.855 0.39839
## Fresno.l4 0.1932660 1.2936576 0.149 0.88208
## Kern.l4 -1.9483994 1.2206687 -1.596 0.11919
## SanFrancisco.l4 -0.0556035 0.2864980 -0.194 0.84720
## Ventura.l4 -0.3988302 0.9042445 -0.441 0.66180
## SanJoaquin.l4 0.5736830 1.1941959 0.480 0.63385
## SanMateo.l4 0.0013329 0.2584951 0.005 0.99591
## Stanislaus.l4 3.4533887 1.0366778 3.331 0.00201 **
## Sonoma.l4 -0.1175734 0.5401477 -0.218 0.82892
## Tulare.l4 0.5380507 1.7624779 0.305 0.76191
## Solano.l4 0.3550007 1.0387540 0.342 0.73452
## SantaBarbara.l4 0.5374491 0.7179504 0.749 0.45897
## Monterey.l4 -0.1223880 0.5831683 -0.210 0.83495
## Placer.l4 1.5912946 0.9964853 1.597 0.11903
## SanLuisObispo.l4 -0.3184509 0.8511853 -0.374 0.71050
## SantaCruz.l4 0.7611267 0.3183182 2.391 0.02215 *
## Marin.l4 -0.8031207 0.3259051 -2.464 0.01864 *
## Butte.l4 -0.5718490 0.9702618 -0.589 0.55929
## Yolo.l4 -1.6657851 1.3211625 -1.261 0.21547
## ElDorado.l4 0.8130498 0.6862408 1.185 0.24386
## Shasta.l4 4.0933307 1.3244095 3.091 0.00384 **
## Madera.l4 -3.7860572 1.8454215 -2.052 0.04754 *
## Kings.l4 -1.1537713 1.3223726 -0.873 0.38872
## Napa.l4 0.6367442 0.5284106 1.205 0.23606
## Humboldt.l4 0.2079596 0.5162351 0.403 0.68945
## Sutter.l4 2.8287857 2.1228247 1.333 0.19105
## Mendocino.l4 0.8787238 0.3948854 2.225 0.03242 *
## SanBenito.l4 0.1344429 0.8911168 0.151 0.88092
## LosAngeles.l5 -0.6437551 0.4423248 -1.455 0.15423
## SanDiego.l5 0.5621831 0.8264521 0.680 0.50071
## Orange.l5 0.0681255 0.4939525 0.138 0.89107
## Riverside.l5 1.4710257 1.0953179 1.343 0.18767
## SanBernadino.l5 -0.1239249 0.8600538 -0.144 0.88623
## SantaClara.l5 0.0638589 0.2900460 0.220 0.82698
## Alameda.l5 -0.5190688 0.4412272 -1.176 0.24715
## Sacramento.l5 1.8775876 1.2818208 1.465 0.15166
## Fresno.l5 -3.0421955 1.6875207 -1.803 0.07980 .
## Kern.l5 2.3877482 1.4796219 1.614 0.11531
## SanFrancisco.l5 -0.0001693 0.2582024 -0.001 0.99948
## Ventura.l5 0.2727395 0.6781342 0.402 0.68992
## SanJoaquin.l5 -2.2385761 1.1714250 -1.911 0.06399 .
## SanMateo.l5 0.0059526 0.3352473 0.018 0.98593
## Stanislaus.l5 -1.8724741 1.0369308 -1.806 0.07932 .
## Sonoma.l5 0.8414432 0.6071747 1.386 0.17432
## Tulare.l5 -0.4862964 2.3096196 -0.211 0.83442
## Solano.l5 0.0469138 0.9833612 0.048 0.96221
## SantaBarbara.l5 -0.0794399 0.6477644 -0.123 0.90308
## Monterey.l5 0.0771082 0.4924787 0.157 0.87646
## Placer.l5 -0.1823390 0.8692075 -0.210 0.83503
## SanLuisObispo.l5 0.9467463 0.7684342 1.232 0.22592
## SantaCruz.l5 -0.2039084 0.2687499 -0.759 0.45295
## Marin.l5 -0.1259645 0.2566579 -0.491 0.62656
## Butte.l5 1.1873812 1.4965922 0.793 0.43275
## Yolo.l5 -0.0008025 1.2936867 -0.001 0.99951
## ElDorado.l5 -0.5610052 0.8754150 -0.641 0.52568
## Shasta.l5 -2.9614142 1.3198584 -2.244 0.03109 *
## Madera.l5 4.8643399 1.7944019 2.711 0.01022 *
## Kings.l5 0.7868772 1.2276197 0.641 0.52560
## Napa.l5 0.0626048 0.5114710 0.122 0.90326
## Humboldt.l5 0.4257176 0.5212413 0.817 0.41945
## Sutter.l5 -3.1547366 1.4974432 -2.107 0.04217 *
## Mendocino.l5 -0.3281638 0.4506313 -0.728 0.47118
## SanBenito.l5 -0.7737066 0.9177660 -0.843 0.40478
## LosAngeles.l6 0.9390677 0.4556691 2.061 0.04660 *
## SanDiego.l6 1.6482320 0.6699057 2.460 0.01881 *
## Orange.l6 1.0749709 0.4599081 2.337 0.02510 *
## Riverside.l6 -2.4504953 1.3897068 -1.763 0.08633 .
## SanBernadino.l6 -0.9664891 0.9435664 -1.024 0.31253
## SantaClara.l6 -0.0947142 0.1926441 -0.492 0.62595
## Alameda.l6 0.2314315 0.3896371 0.594 0.55625
## Sacramento.l6 0.1787541 1.1988960 0.149 0.88231
## Fresno.l6 2.8990192 1.2737883 2.276 0.02890 *
## Kern.l6 -2.4566023 1.2508972 -1.964 0.05730 .
## SanFrancisco.l6 0.4441208 0.2817897 1.576 0.12376
## Ventura.l6 -2.4795420 1.0542592 -2.352 0.02427 *
## SanJoaquin.l6 -0.0615627 0.9676173 -0.064 0.94962
## SanMateo.l6 0.0057256 0.2876820 0.020 0.98423
## Stanislaus.l6 0.4394373 1.3863423 0.317 0.75309
## Sonoma.l6 -0.0890081 0.6424816 -0.139 0.89059
## Tulare.l6 6.4352584 1.9042689 3.379 0.00176 **
## Solano.l6 1.1751618 0.7105905 1.654 0.10687
## SantaBarbara.l6 -1.0661843 0.7451684 -1.431 0.16111
## Monterey.l6 -0.0898099 0.4343826 -0.207 0.83737
## Placer.l6 2.3194228 1.0661725 2.175 0.03624 *
## SanLuisObispo.l6 -1.4084466 0.6400279 -2.201 0.03426 *
## SantaCruz.l6 -0.2899690 0.2501735 -1.159 0.25406
## Marin.l6 -0.2021384 0.2545661 -0.794 0.43237
## Butte.l6 -3.6869046 1.0666874 -3.456 0.00142 **
## Yolo.l6 -1.4607402 1.0265914 -1.423 0.16337
## ElDorado.l6 -0.9329831 0.7246294 -1.288 0.20613
## Shasta.l6 3.1022106 1.2338194 2.514 0.01654 *
## Madera.l6 -1.9588424 1.6511035 -1.186 0.24324
## Kings.l6 -1.9067235 1.0250572 -1.860 0.07105 .
## Napa.l6 0.3130085 0.6168001 0.507 0.61492
## Humboldt.l6 -0.2144415 0.5734417 -0.374 0.71063
## Sutter.l6 1.6053434 1.4514489 1.106 0.27605
## Mendocino.l6 0.9924860 0.3299898 3.008 0.00478 **
## SanBenito.l6 0.6318924 0.4802848 1.316 0.19661
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 742.6 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 2.383e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Stanislaus:
## ===========================================
## Stanislaus = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.302877 0.091167 3.322 0.002058 **
## SanDiego.l1 0.074647 0.191262 0.390 0.698625
## Orange.l1 -0.147161 0.126103 -1.167 0.250887
## Riverside.l1 -0.193865 0.315829 -0.614 0.543189
## SanBernadino.l1 -0.244224 0.169035 -1.445 0.157159
## SantaClara.l1 -0.094249 0.039479 -2.387 0.022346 *
## Alameda.l1 -0.002423 0.132799 -0.018 0.985543
## Sacramento.l1 0.995988 0.365377 2.726 0.009840 **
## Fresno.l1 -0.732535 0.241539 -3.033 0.004475 **
## Kern.l1 0.365068 0.200622 1.820 0.077131 .
## SanFrancisco.l1 -0.104050 0.043142 -2.412 0.021099 *
## Ventura.l1 0.145933 0.120994 1.206 0.235641
## SanJoaquin.l1 0.310011 0.158620 1.954 0.058453 .
## SanMateo.l1 -0.020415 0.061373 -0.333 0.741330
## Stanislaus.l1 0.576849 0.212026 2.721 0.009971 **
## Sonoma.l1 -0.185976 0.110010 -1.691 0.099566 .
## Tulare.l1 0.587320 0.371197 1.582 0.122344
## Solano.l1 -0.097781 0.179687 -0.544 0.589676
## SantaBarbara.l1 0.006876 0.098171 0.070 0.944550
## Monterey.l1 0.054592 0.133833 0.408 0.685753
## Placer.l1 -0.564680 0.296539 -1.904 0.064896 .
## SanLuisObispo.l1 -0.158954 0.131159 -1.212 0.233437
## SantaCruz.l1 0.099290 0.071170 1.395 0.171532
## Marin.l1 0.003463 0.065170 0.053 0.957920
## Butte.l1 0.240479 0.217824 1.104 0.276916
## Yolo.l1 0.023932 0.157010 0.152 0.879705
## ElDorado.l1 -0.191012 0.162342 -1.177 0.247078
## Shasta.l1 -0.212545 0.258205 -0.823 0.415834
## Madera.l1 1.111655 0.376814 2.950 0.005554 **
## Kings.l1 0.098860 0.150915 0.655 0.516588
## Napa.l1 0.027184 0.097161 0.280 0.781246
## Humboldt.l1 -0.374752 0.098076 -3.821 0.000507 ***
## Sutter.l1 -0.730320 0.232103 -3.147 0.003310 **
## Mendocino.l1 -0.009233 0.055858 -0.165 0.869639
## SanBenito.l1 0.472241 0.148281 3.185 0.002987 **
## LosAngeles.l2 -0.038830 0.089496 -0.434 0.666966
## SanDiego.l2 0.772005 0.191992 4.021 0.000284 ***
## Orange.l2 -0.019374 0.132298 -0.146 0.884391
## Riverside.l2 -0.472141 0.296761 -1.591 0.120358
## SanBernadino.l2 0.029198 0.156163 0.187 0.852733
## SantaClara.l2 -0.005606 0.063669 -0.088 0.930323
## Alameda.l2 0.398200 0.133297 2.987 0.005042 **
## Sacramento.l2 -1.038119 0.335544 -3.094 0.003808 **
## Fresno.l2 0.384393 0.438037 0.878 0.386015
## Kern.l2 0.056339 0.301347 0.187 0.852745
## SanFrancisco.l2 -0.046887 0.069469 -0.675 0.504032
## Ventura.l2 -0.778017 0.199905 -3.892 0.000413 ***
## SanJoaquin.l2 0.119274 0.229696 0.519 0.606752
## SanMateo.l2 -0.077764 0.078594 -0.989 0.329050
## Stanislaus.l2 0.478729 0.231975 2.064 0.046312 *
## Sonoma.l2 0.125933 0.126863 0.993 0.327496
## Tulare.l2 -0.560414 0.452436 -1.239 0.223488
## Solano.l2 -0.378843 0.199249 -1.901 0.065283 .
## SantaBarbara.l2 0.067683 0.115201 0.588 0.560519
## Monterey.l2 -0.337804 0.132334 -2.553 0.015075 *
## Placer.l2 0.602993 0.302608 1.993 0.053923 .
## SanLuisObispo.l2 0.034938 0.138973 0.251 0.802931
## SantaCruz.l2 0.060548 0.090746 0.667 0.508886
## Marin.l2 -0.103613 0.083855 -1.236 0.224603
## Butte.l2 0.191052 0.242033 0.789 0.435067
## Yolo.l2 0.359193 0.190102 1.889 0.066903 .
## ElDorado.l2 -0.134207 0.157068 -0.854 0.398507
## Shasta.l2 0.226616 0.304223 0.745 0.461166
## Madera.l2 -0.012249 0.382788 -0.032 0.974649
## Kings.l2 -0.352589 0.255040 -1.382 0.175340
## Napa.l2 -0.050974 0.106569 -0.478 0.635319
## Humboldt.l2 -0.098292 0.135003 -0.728 0.471277
## Sutter.l2 -0.525676 0.372563 -1.411 0.166837
## Mendocino.l2 0.067446 0.072029 0.936 0.355322
## SanBenito.l2 0.349943 0.146475 2.389 0.022253 *
## LosAngeles.l3 0.069603 0.115041 0.605 0.548958
## SanDiego.l3 -0.180995 0.181694 -0.996 0.325823
## Orange.l3 0.396121 0.116243 3.408 0.001627 **
## Riverside.l3 -0.447601 0.210881 -2.123 0.040740 *
## SanBernadino.l3 -0.351304 0.170963 -2.055 0.047205 *
## SantaClara.l3 -0.050786 0.055449 -0.916 0.365816
## Alameda.l3 0.170080 0.132818 1.281 0.208541
## Sacramento.l3 0.066323 0.280431 0.237 0.814383
## Fresno.l3 1.173591 0.380811 3.082 0.003932 **
## Kern.l3 -0.656651 0.299416 -2.193 0.034843 *
## SanFrancisco.l3 0.057918 0.067913 0.853 0.399389
## Ventura.l3 -0.288607 0.189165 -1.526 0.135825
## SanJoaquin.l3 -0.197732 0.244546 -0.809 0.424074
## SanMateo.l3 -0.127272 0.059033 -2.156 0.037846 *
## Stanislaus.l3 -0.180921 0.276292 -0.655 0.516747
## Sonoma.l3 0.027129 0.133446 0.203 0.840048
## Tulare.l3 -0.042543 0.363377 -0.117 0.907449
## Solano.l3 -0.634394 0.280671 -2.260 0.029949 *
## SantaBarbara.l3 -0.233430 0.113173 -2.063 0.046424 *
## Monterey.l3 0.380499 0.152379 2.497 0.017235 *
## Placer.l3 -0.097255 0.171863 -0.566 0.574981
## SanLuisObispo.l3 -0.003382 0.176119 -0.019 0.984787
## SantaCruz.l3 -0.027020 0.074608 -0.362 0.719352
## Marin.l3 0.119525 0.091974 1.300 0.202014
## Butte.l3 -0.137268 0.200751 -0.684 0.498498
## Yolo.l3 -0.068259 0.193014 -0.354 0.725667
## ElDorado.l3 0.264051 0.155785 1.695 0.098715 .
## Shasta.l3 0.302974 0.253869 1.193 0.240508
## Madera.l3 0.075063 0.349387 0.215 0.831102
## Kings.l3 0.034225 0.255152 0.134 0.894041
## Napa.l3 0.134652 0.118282 1.138 0.262475
## Humboldt.l3 0.181152 0.132374 1.368 0.179641
## Sutter.l3 -0.167595 0.427833 -0.392 0.697566
## Mendocino.l3 0.032051 0.064998 0.493 0.624930
## SanBenito.l3 -0.388241 0.176322 -2.202 0.034165 *
## LosAngeles.l4 -0.114171 0.102330 -1.116 0.271938
## SanDiego.l4 -0.528532 0.194782 -2.713 0.010152 *
## Orange.l4 0.196604 0.101086 1.945 0.059629 .
## Riverside.l4 -0.397911 0.306428 -1.299 0.202357
## SanBernadino.l4 -0.373667 0.188261 -1.985 0.054823 .
## SantaClara.l4 0.037834 0.060694 0.623 0.536980
## Alameda.l4 0.027732 0.108873 0.255 0.800386
## Sacramento.l4 0.484830 0.230475 2.104 0.042464 *
## Fresno.l4 -0.814175 0.271018 -3.004 0.004825 **
## Kern.l4 0.041486 0.255727 0.162 0.872035
## SanFrancisco.l4 0.033018 0.060021 0.550 0.585644
## Ventura.l4 0.342892 0.189437 1.810 0.078641 .
## SanJoaquin.l4 0.326315 0.250181 1.304 0.200404
## SanMateo.l4 -0.080658 0.054154 -1.489 0.145088
## Stanislaus.l4 0.998948 0.217181 4.600 5.07e-05 ***
## Sonoma.l4 -0.007643 0.113160 -0.068 0.946528
## Tulare.l4 -0.382481 0.369235 -1.036 0.307168
## Solano.l4 0.567983 0.217616 2.610 0.013110 *
## SantaBarbara.l4 -0.003989 0.150409 -0.027 0.978991
## Monterey.l4 0.043577 0.122172 0.357 0.723408
## Placer.l4 -0.193092 0.208761 -0.925 0.361155
## SanLuisObispo.l4 -0.311547 0.178321 -1.747 0.089145 .
## SantaCruz.l4 0.237278 0.066687 3.558 0.001070 **
## Marin.l4 -0.120545 0.068276 -1.766 0.085953 .
## Butte.l4 0.236432 0.203267 1.163 0.252418
## Yolo.l4 0.285111 0.276780 1.030 0.309834
## ElDorado.l4 -0.267790 0.143766 -1.863 0.070683 .
## Shasta.l4 0.543616 0.277460 1.959 0.057862 .
## Madera.l4 0.479004 0.386611 1.239 0.223370
## Kings.l4 -0.291841 0.277034 -1.053 0.299155
## Napa.l4 -0.019961 0.110701 -0.180 0.857916
## Humboldt.l4 0.220348 0.108150 2.037 0.049009 *
## Sutter.l4 -0.481887 0.444726 -1.084 0.285764
## Mendocino.l4 0.006218 0.082727 0.075 0.940505
## SanBenito.l4 -0.206279 0.186687 -1.105 0.276514
## LosAngeles.l5 -0.088924 0.092666 -0.960 0.343646
## SanDiego.l5 0.343809 0.173140 1.986 0.054719 .
## Orange.l5 0.003898 0.103482 0.038 0.970159
## Riverside.l5 1.202145 0.229466 5.239 7.23e-06 ***
## SanBernadino.l5 0.004810 0.180179 0.027 0.978850
## SantaClara.l5 0.049790 0.060764 0.819 0.417953
## Alameda.l5 0.040397 0.092436 0.437 0.664701
## Sacramento.l5 -0.324926 0.268538 -1.210 0.234172
## Fresno.l5 -0.702200 0.353531 -1.986 0.054660 .
## Kern.l5 -0.406626 0.309977 -1.312 0.197894
## SanFrancisco.l5 -0.022737 0.054093 -0.420 0.676737
## Ventura.l5 -0.426747 0.142067 -3.004 0.004828 **
## SanJoaquin.l5 0.260515 0.245411 1.062 0.295510
## SanMateo.l5 0.147336 0.070233 2.098 0.043006 *
## Stanislaus.l5 -0.379332 0.217234 -1.746 0.089307 .
## Sonoma.l5 0.021611 0.127202 0.170 0.866044
## Tulare.l5 0.209476 0.483859 0.433 0.667650
## Solano.l5 0.376532 0.206012 1.828 0.075889 .
## SantaBarbara.l5 0.120418 0.135705 0.887 0.380780
## Monterey.l5 -0.130519 0.103173 -1.265 0.213981
## Placer.l5 0.352665 0.182097 1.937 0.060663 .
## SanLuisObispo.l5 0.614451 0.160985 3.817 0.000513 ***
## SantaCruz.l5 -0.162069 0.056302 -2.879 0.006683 **
## Marin.l5 -0.179761 0.053769 -3.343 0.001943 **
## Butte.l5 -0.054929 0.313532 -0.175 0.861909
## Yolo.l5 -0.417943 0.271024 -1.542 0.131798
## ElDorado.l5 -0.209451 0.183397 -1.142 0.260969
## Shasta.l5 0.593718 0.276507 2.147 0.038585 *
## Madera.l5 -0.722725 0.375923 -1.923 0.062478 .
## Kings.l5 -0.295723 0.257183 -1.150 0.257785
## Napa.l5 -0.116408 0.107152 -1.086 0.284531
## Humboldt.l5 -0.132279 0.109199 -1.211 0.233649
## Sutter.l5 0.329487 0.313710 1.050 0.300584
## Mendocino.l5 0.120732 0.094406 1.279 0.209128
## SanBenito.l5 0.015536 0.192270 0.081 0.936045
## LosAngeles.l6 0.125648 0.095461 1.316 0.196420
## SanDiego.l6 -0.054510 0.140344 -0.388 0.700005
## Orange.l6 0.306698 0.096350 3.183 0.003000 **
## Riverside.l6 0.313574 0.291140 1.077 0.288619
## SanBernadino.l6 -0.065492 0.197675 -0.331 0.742330
## SantaClara.l6 -0.105215 0.040358 -2.607 0.013208 *
## Alameda.l6 -0.163569 0.081628 -2.004 0.052657 .
## Sacramento.l6 -0.118536 0.251166 -0.472 0.639814
## Fresno.l6 0.231752 0.266855 0.868 0.390898
## Kern.l6 0.391090 0.262060 1.492 0.144315
## SanFrancisco.l6 0.138503 0.059034 2.346 0.024593 *
## Ventura.l6 -0.292979 0.220865 -1.327 0.193025
## SanJoaquin.l6 -0.352391 0.202713 -1.738 0.090693 .
## SanMateo.l6 -0.128636 0.060269 -2.134 0.039693 *
## Stanislaus.l6 -0.245299 0.290435 -0.845 0.403917
## Sonoma.l6 0.478645 0.134598 3.556 0.001076 **
## Tulare.l6 1.032817 0.398939 2.589 0.013804 *
## Solano.l6 -0.260269 0.148867 -1.748 0.088931 .
## SantaBarbara.l6 -0.160712 0.156111 -1.029 0.310125
## Monterey.l6 0.179695 0.091002 1.975 0.056019 .
## Placer.l6 -0.053091 0.223360 -0.238 0.813468
## SanLuisObispo.l6 -0.420358 0.134084 -3.135 0.003413 **
## SantaCruz.l6 0.213360 0.052411 4.071 0.000245 ***
## Marin.l6 0.041670 0.053331 0.781 0.439708
## Butte.l6 -0.466287 0.223468 -2.087 0.044069 *
## Yolo.l6 0.143291 0.215068 0.666 0.509495
## ElDorado.l6 0.105981 0.151808 0.698 0.489583
## Shasta.l6 0.201333 0.258482 0.779 0.441126
## Madera.l6 -0.682987 0.345902 -1.975 0.056033 .
## Kings.l6 -0.190522 0.214747 -0.887 0.380864
## Napa.l6 0.009685 0.129218 0.075 0.940668
## Humboldt.l6 -0.044198 0.120135 -0.368 0.715101
## Sutter.l6 0.512160 0.304075 1.684 0.100772
## Mendocino.l6 0.056700 0.069132 0.820 0.417519
## SanBenito.l6 -0.196966 0.100618 -1.958 0.058069 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 155.6 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 4.537e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Sonoma:
## =======================================
## Sonoma = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.610875 0.182433 3.348 0.001915 **
## SanDiego.l1 0.564595 0.382731 1.475 0.148859
## Orange.l1 -0.076774 0.252342 -0.304 0.762694
## Riverside.l1 -0.847139 0.632000 -1.340 0.188511
## SanBernadino.l1 -0.546257 0.338253 -1.615 0.115056
## SantaClara.l1 -0.146811 0.079001 -1.858 0.071312 .
## Alameda.l1 0.650296 0.265741 2.447 0.019412 *
## Sacramento.l1 -1.130559 0.731151 -1.546 0.130785
## Fresno.l1 -0.053470 0.483341 -0.111 0.912527
## Kern.l1 0.348835 0.401461 0.869 0.390650
## SanFrancisco.l1 -0.238640 0.086331 -2.764 0.008937 **
## Ventura.l1 -0.533229 0.242120 -2.202 0.034131 *
## SanJoaquin.l1 1.271519 0.317412 4.006 0.000296 ***
## SanMateo.l1 -0.143812 0.122812 -1.171 0.249296
## Stanislaus.l1 1.095453 0.424282 2.582 0.014042 *
## Sonoma.l1 0.799663 0.220139 3.633 0.000867 ***
## Tulare.l1 0.081410 0.742797 0.110 0.913336
## Solano.l1 -1.133879 0.359569 -3.153 0.003249 **
## SantaBarbara.l1 -0.270709 0.196449 -1.378 0.176704
## Monterey.l1 -0.125024 0.267811 -0.467 0.643430
## Placer.l1 0.740765 0.593400 1.248 0.219965
## SanLuisObispo.l1 -0.776984 0.262459 -2.960 0.005408 **
## SantaCruz.l1 0.355701 0.142417 2.498 0.017212 *
## Marin.l1 -0.149663 0.130411 -1.148 0.258693
## Butte.l1 0.916035 0.435885 2.102 0.042655 *
## Yolo.l1 0.509393 0.314191 1.621 0.113683
## ElDorado.l1 -0.506937 0.324861 -1.560 0.127397
## Shasta.l1 0.129167 0.516690 0.250 0.804016
## Madera.l1 0.411803 0.754036 0.546 0.588344
## Kings.l1 -0.470801 0.301994 -1.559 0.127751
## Napa.l1 0.150640 0.194426 0.775 0.443522
## Humboldt.l1 -0.328074 0.196259 -1.672 0.103267
## Sutter.l1 -1.930744 0.464457 -4.157 0.000190 ***
## Mendocino.l1 0.219768 0.111777 1.966 0.057032 .
## SanBenito.l1 0.912853 0.296722 3.076 0.003988 **
## LosAngeles.l2 -0.251605 0.179089 -1.405 0.168618
## SanDiego.l2 0.517473 0.384192 1.347 0.186427
## Orange.l2 0.071123 0.264740 0.269 0.789732
## Riverside.l2 0.069660 0.593843 0.117 0.907272
## SanBernadino.l2 0.229118 0.312496 0.733 0.468191
## SantaClara.l2 -0.117640 0.127407 -0.923 0.361976
## Alameda.l2 0.559258 0.266739 2.097 0.043114 *
## Sacramento.l2 -1.735599 0.671453 -2.585 0.013942 *
## Fresno.l2 1.405745 0.876550 1.604 0.117513
## Kern.l2 -0.450630 0.603021 -0.747 0.459743
## SanFrancisco.l2 0.044708 0.139014 0.322 0.749607
## Ventura.l2 -0.836025 0.400026 -2.090 0.043750 *
## SanJoaquin.l2 -1.458776 0.459641 -3.174 0.003077 **
## SanMateo.l2 -0.180513 0.157273 -1.148 0.258636
## Stanislaus.l2 1.079564 0.464202 2.326 0.025788 *
## Sonoma.l2 0.047376 0.253863 0.187 0.853005
## Tulare.l2 0.158531 0.905363 0.175 0.861981
## Solano.l2 0.102801 0.398713 0.258 0.798004
## SantaBarbara.l2 0.283506 0.230527 1.230 0.226743
## Monterey.l2 -0.225714 0.264812 -0.852 0.399652
## Placer.l2 0.706696 0.605544 1.167 0.250866
## SanLuisObispo.l2 0.224153 0.278097 0.806 0.425521
## SantaCruz.l2 -0.117401 0.181591 -0.647 0.522047
## Marin.l2 0.050967 0.167802 0.304 0.763079
## Butte.l2 -0.453969 0.484328 -0.937 0.354841
## Yolo.l2 -0.035462 0.380411 -0.093 0.926246
## ElDorado.l2 0.004304 0.314307 0.014 0.989149
## Shasta.l2 -0.690601 0.608775 -1.134 0.264120
## Madera.l2 0.765158 0.765991 0.999 0.324504
## Kings.l2 0.167882 0.510357 0.329 0.744100
## Napa.l2 0.317284 0.213254 1.488 0.145506
## Humboldt.l2 0.243224 0.270152 0.900 0.373933
## Sutter.l2 -0.685046 0.745531 -0.919 0.364280
## Mendocino.l2 -0.106249 0.144136 -0.737 0.465813
## SanBenito.l2 -0.125199 0.293109 -0.427 0.671820
## LosAngeles.l3 0.009515 0.230207 0.041 0.967260
## SanDiego.l3 -0.348932 0.363585 -0.960 0.343608
## Orange.l3 0.374437 0.232611 1.610 0.116196
## Riverside.l3 -0.161711 0.421990 -0.383 0.703817
## SanBernadino.l3 -0.500548 0.342112 -1.463 0.152113
## SantaClara.l3 0.141954 0.110959 1.279 0.208961
## Alameda.l3 -0.037250 0.265780 -0.140 0.889318
## Sacramento.l3 -0.007310 0.561165 -0.013 0.989678
## Fresno.l3 0.144942 0.762036 0.190 0.850218
## Kern.l3 -0.295144 0.599156 -0.493 0.625287
## SanFrancisco.l3 0.111129 0.135899 0.818 0.418892
## Ventura.l3 -0.287063 0.378534 -0.758 0.453175
## SanJoaquin.l3 0.267462 0.489356 0.547 0.588054
## SanMateo.l3 0.009617 0.118130 0.081 0.935565
## Stanislaus.l3 0.445483 0.552884 0.806 0.425681
## Sonoma.l3 -0.103079 0.267037 -0.386 0.701762
## Tulare.l3 -0.465714 0.727147 -0.640 0.525924
## Solano.l3 0.579035 0.561646 1.031 0.309436
## SantaBarbara.l3 -0.047388 0.226469 -0.209 0.835435
## Monterey.l3 -0.269965 0.304923 -0.885 0.381841
## Placer.l3 -0.306943 0.343913 -0.893 0.378052
## SanLuisObispo.l3 0.130376 0.352430 0.370 0.713599
## SantaCruz.l3 -0.065891 0.149297 -0.441 0.661607
## Marin.l3 -0.083977 0.184047 -0.456 0.650931
## Butte.l3 -0.595118 0.401720 -1.481 0.147193
## Yolo.l3 0.066743 0.386237 0.173 0.863775
## ElDorado.l3 0.090686 0.311739 0.291 0.772795
## Shasta.l3 0.578060 0.508012 1.138 0.262685
## Madera.l3 0.636512 0.699153 0.910 0.368665
## Kings.l3 -0.068803 0.510581 -0.135 0.893557
## Napa.l3 0.023354 0.236692 0.099 0.921949
## Humboldt.l3 0.661516 0.264892 2.497 0.017225 *
## Sutter.l3 0.044003 0.856130 0.051 0.959293
## Mendocino.l3 -0.142145 0.130066 -1.093 0.281712
## SanBenito.l3 -0.594581 0.352834 -1.685 0.100609
## LosAngeles.l4 0.135996 0.204772 0.664 0.510835
## SanDiego.l4 -0.791157 0.389775 -2.030 0.049820 *
## Orange.l4 -0.221223 0.202282 -1.094 0.281378
## Riverside.l4 1.469906 0.613189 2.397 0.021837 *
## SanBernadino.l4 -0.399294 0.376726 -1.060 0.296246
## SantaClara.l4 -0.238044 0.121454 -1.960 0.057779 .
## Alameda.l4 0.049433 0.217863 0.227 0.821787
## Sacramento.l4 0.196314 0.461201 0.426 0.672891
## Fresno.l4 -1.551736 0.542330 -2.861 0.006986 **
## Kern.l4 -0.195339 0.511731 -0.382 0.704911
## SanFrancisco.l4 -0.181306 0.120106 -1.510 0.139887
## Ventura.l4 0.306224 0.379079 0.808 0.424506
## SanJoaquin.l4 0.053357 0.500633 0.107 0.915714
## SanMateo.l4 0.196481 0.108367 1.813 0.078160 .
## Stanislaus.l4 0.753882 0.434598 1.735 0.091356 .
## Sonoma.l4 0.332766 0.226442 1.470 0.150372
## Tulare.l4 -1.054043 0.738870 -1.427 0.162322
## Solano.l4 0.475482 0.435469 1.092 0.282137
## SantaBarbara.l4 0.550214 0.300981 1.828 0.075836 .
## Monterey.l4 0.005370 0.244477 0.022 0.982599
## Placer.l4 -0.049150 0.417749 -0.118 0.906995
## SanLuisObispo.l4 0.624874 0.356836 1.751 0.088437 .
## SantaCruz.l4 -0.060472 0.133446 -0.453 0.653153
## Marin.l4 -0.152336 0.136627 -1.115 0.272247
## Butte.l4 0.146075 0.406755 0.359 0.721601
## Yolo.l4 -1.026620 0.553860 -1.854 0.072010 .
## ElDorado.l4 0.492422 0.287687 1.712 0.095564 .
## Shasta.l4 0.856839 0.555222 1.543 0.131519
## Madera.l4 -1.600247 0.773641 -2.068 0.045837 *
## Kings.l4 0.287900 0.554368 0.519 0.606708
## Napa.l4 -0.318672 0.221521 -1.439 0.158913
## Humboldt.l4 0.100369 0.216417 0.464 0.645601
## Sutter.l4 1.168410 0.889935 1.313 0.197519
## Mendocino.l4 0.313566 0.165545 1.894 0.066262 .
## SanBenito.l4 -0.055751 0.373576 -0.149 0.882200
## LosAngeles.l5 -0.121165 0.185432 -0.653 0.517638
## SanDiego.l5 0.930657 0.346467 2.686 0.010866 *
## Orange.l5 0.305540 0.207076 1.475 0.148772
## Riverside.l5 0.312197 0.459181 0.680 0.500918
## SanBernadino.l5 0.051376 0.360554 0.142 0.887486
## SantaClara.l5 0.133717 0.121594 1.100 0.278761
## Alameda.l5 -0.277626 0.184972 -1.501 0.142100
## Sacramento.l5 0.456316 0.537367 0.849 0.401399
## Fresno.l5 -1.951156 0.707446 -2.758 0.009079 **
## Kern.l5 0.855938 0.620290 1.380 0.176128
## SanFrancisco.l5 -0.026808 0.108244 -0.248 0.805800
## Ventura.l5 -0.372572 0.284289 -1.311 0.198312
## SanJoaquin.l5 -0.696913 0.491087 -1.419 0.164464
## SanMateo.l5 0.114236 0.140543 0.813 0.421664
## Stanislaus.l5 -1.027971 0.434704 -2.365 0.023553 *
## Sonoma.l5 0.276421 0.254541 1.086 0.284716
## Tulare.l5 0.663261 0.968244 0.685 0.497722
## Solano.l5 0.660592 0.412247 1.602 0.117803
## SantaBarbara.l5 0.144472 0.271557 0.532 0.597985
## Monterey.l5 -0.337410 0.206458 -1.634 0.110916
## Placer.l5 0.274620 0.364391 0.754 0.455965
## SanLuisObispo.l5 -0.000608 0.322145 -0.002 0.998505
## SantaCruz.l5 -0.036945 0.112666 -0.328 0.744875
## Marin.l5 -0.255780 0.107597 -2.377 0.022879 *
## Butte.l5 0.101066 0.627405 0.161 0.872926
## Yolo.l5 -0.383874 0.542342 -0.708 0.483622
## ElDorado.l5 -0.682213 0.366993 -1.859 0.071228 .
## Shasta.l5 0.412792 0.553314 0.746 0.460489
## Madera.l5 0.683728 0.752253 0.909 0.369444
## Kings.l5 -0.097645 0.514645 -0.190 0.850584
## Napa.l5 0.259035 0.214420 1.208 0.234896
## Humboldt.l5 -0.097398 0.218516 -0.446 0.658464
## Sutter.l5 1.046146 0.627761 1.666 0.104299
## Mendocino.l5 0.131382 0.188915 0.695 0.491234
## SanBenito.l5 -0.150925 0.384748 -0.392 0.697171
## LosAngeles.l6 0.037933 0.191026 0.199 0.843712
## SanDiego.l6 0.567187 0.280839 2.020 0.050915 .
## Orange.l6 0.326971 0.192804 1.696 0.098542 .
## Riverside.l6 -1.458813 0.582596 -2.504 0.016951 *
## SanBernadino.l6 -0.276208 0.395564 -0.698 0.489499
## SantaClara.l6 -0.048053 0.080761 -0.595 0.555564
## Alameda.l6 -0.122729 0.163345 -0.751 0.457327
## Sacramento.l6 0.129815 0.502604 0.258 0.797657
## Fresno.l6 1.518765 0.534000 2.844 0.007298 **
## Kern.l6 -0.224779 0.524404 -0.429 0.670741
## SanFrancisco.l6 0.236470 0.118132 2.002 0.052893 .
## Ventura.l6 -1.019976 0.441969 -2.308 0.026868 *
## SanJoaquin.l6 -0.494142 0.405647 -1.218 0.231087
## SanMateo.l6 -0.045176 0.120603 -0.375 0.710165
## Stanislaus.l6 0.715657 0.581185 1.231 0.226166
## Sonoma.l6 -0.069110 0.269342 -0.257 0.798956
## Tulare.l6 1.537496 0.798311 1.926 0.062038 .
## Solano.l6 0.296279 0.297895 0.995 0.326582
## SantaBarbara.l6 -0.472936 0.312391 -1.514 0.138776
## Monterey.l6 0.044048 0.182103 0.242 0.810240
## Placer.l6 0.932777 0.446963 2.087 0.044037 *
## SanLuisObispo.l6 -0.218399 0.268314 -0.814 0.421014
## SantaCruz.l6 -0.089225 0.104878 -0.851 0.400532
## Marin.l6 0.018958 0.106720 0.178 0.860002
## Butte.l6 -1.187824 0.447179 -2.656 0.011701 *
## Yolo.l6 -0.640484 0.430370 -1.488 0.145402
## ElDorado.l6 -0.035197 0.303781 -0.116 0.908404
## Shasta.l6 0.324848 0.517244 0.628 0.533945
## Madera.l6 -0.242018 0.692179 -0.350 0.728641
## Kings.l6 0.110681 0.429727 0.258 0.798212
## Napa.l6 0.101067 0.258576 0.391 0.698205
## Humboldt.l6 -0.023880 0.240399 -0.099 0.921425
## Sutter.l6 -0.646181 0.608479 -1.062 0.295326
## Mendocino.l6 0.207268 0.138339 1.498 0.142784
## SanBenito.l6 0.185185 0.201346 0.920 0.363833
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 311.3 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 4.001e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Tulare:
## =======================================
## Tulare = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.1369727 0.0463747 2.954 0.005504 **
## SanDiego.l1 -0.2307604 0.0972904 -2.372 0.023166 *
## Orange.l1 0.0879396 0.0641455 1.371 0.178881
## Riverside.l1 0.3604406 0.1606548 2.244 0.031105 *
## SanBernadino.l1 -0.2535998 0.0859840 -2.949 0.005565 **
## SantaClara.l1 -0.0252207 0.0200820 -1.256 0.217248
## Alameda.l1 -0.0581498 0.0675516 -0.861 0.395034
## Sacramento.l1 0.6375951 0.1858589 3.431 0.001527 **
## Fresno.l1 -0.1391716 0.1228655 -1.133 0.264822
## Kern.l1 0.1096569 0.1020515 1.075 0.289737
## SanFrancisco.l1 -0.0744878 0.0219453 -3.394 0.001688 **
## Ventura.l1 0.0973869 0.0615469 1.582 0.122324
## SanJoaquin.l1 0.0098689 0.0806864 0.122 0.903333
## SanMateo.l1 0.0362923 0.0312189 1.163 0.252677
## Stanislaus.l1 -0.0629190 0.1078527 -0.583 0.563276
## Sonoma.l1 -0.1814801 0.0559594 -3.243 0.002552 **
## Tulare.l1 1.0050823 0.1888194 5.323 5.58e-06 ***
## Solano.l1 -0.0180439 0.0914026 -0.197 0.844616
## SantaBarbara.l1 0.0793013 0.0499374 1.588 0.121029
## Monterey.l1 -0.0776367 0.0680778 -1.140 0.261645
## Placer.l1 -0.1421180 0.1508427 -0.942 0.352390
## SanLuisObispo.l1 0.0796515 0.0667173 1.194 0.240339
## SantaCruz.l1 -0.0133385 0.0362025 -0.368 0.714702
## Marin.l1 0.0846009 0.0331506 2.552 0.015099 *
## Butte.l1 -0.0681611 0.1108021 -0.615 0.542318
## Yolo.l1 -0.0718765 0.0798675 -0.900 0.374129
## ElDorado.l1 -0.1602427 0.0825798 -1.940 0.060187 .
## Shasta.l1 0.0003057 0.1313429 0.002 0.998156
## Madera.l1 0.2090194 0.1916763 1.090 0.282747
## Kings.l1 0.0514523 0.0767670 0.670 0.506982
## Napa.l1 -0.0387751 0.0494233 -0.785 0.437849
## Humboldt.l1 -0.1258081 0.0498891 -2.522 0.016243 *
## Sutter.l1 -0.5028266 0.1180653 -4.259 0.000141 ***
## Mendocino.l1 0.0203237 0.0284137 0.715 0.479052
## SanBenito.l1 0.2180455 0.0754269 2.891 0.006475 **
## LosAngeles.l2 -0.0442841 0.0455246 -0.973 0.337168
## SanDiego.l2 0.1721733 0.0976618 1.763 0.086396 .
## Orange.l2 -0.1412852 0.0672971 -2.099 0.042854 *
## Riverside.l2 0.0676534 0.1509552 0.448 0.656717
## SanBernadino.l2 0.0798194 0.0794366 1.005 0.321691
## SantaClara.l2 -0.0712756 0.0323869 -2.201 0.034252 *
## Alameda.l2 0.2948834 0.0678051 4.349 0.000108 ***
## Sacramento.l2 -0.8219541 0.1706836 -4.816 2.64e-05 ***
## Fresno.l2 -0.0885234 0.2228194 -0.397 0.693501
## Kern.l2 0.5079118 0.1532883 3.313 0.002108 **
## SanFrancisco.l2 0.0283822 0.0353373 0.803 0.427144
## Ventura.l2 -0.2878017 0.1016869 -2.830 0.007561 **
## SanJoaquin.l2 -0.2957901 0.1168410 -2.532 0.015864 *
## SanMateo.l2 0.0524578 0.0399790 1.312 0.197780
## Stanislaus.l2 0.1206158 0.1180005 1.022 0.313523
## Sonoma.l2 0.0344559 0.0645320 0.534 0.596669
## Tulare.l2 -0.4905859 0.2301437 -2.132 0.039931 *
## Solano.l2 0.2753658 0.1013531 2.717 0.010065 *
## SantaBarbara.l2 0.1039468 0.0586001 1.774 0.084550 .
## Monterey.l2 -0.1009002 0.0673154 -1.499 0.142614
## Placer.l2 0.5023832 0.1539297 3.264 0.002413 **
## SanLuisObispo.l2 -0.0057421 0.0706924 -0.081 0.935711
## SantaCruz.l2 -0.0673900 0.0461604 -1.460 0.152988
## Marin.l2 -0.1588179 0.0426553 -3.723 0.000670 ***
## Butte.l2 0.3051769 0.1231163 2.479 0.018005 *
## Yolo.l2 0.4484405 0.0967007 4.637 4.52e-05 ***
## ElDorado.l2 -0.1285348 0.0798970 -1.609 0.116405
## Shasta.l2 -0.1767266 0.1547510 -1.142 0.260991
## Madera.l2 0.0695972 0.1947153 0.357 0.722856
## Kings.l2 -0.0651788 0.1297331 -0.502 0.618441
## Napa.l2 -0.0684985 0.0542094 -1.264 0.214498
## Humboldt.l2 -0.1485892 0.0686728 -2.164 0.037199 *
## Sutter.l2 0.3926907 0.1895144 2.072 0.045479 *
## Mendocino.l2 0.0391614 0.0366394 1.069 0.292260
## SanBenito.l2 -0.0663139 0.0745085 -0.890 0.379365
## LosAngeles.l3 0.1230756 0.0585187 2.103 0.042503 *
## SanDiego.l3 -0.2072937 0.0924235 -2.243 0.031155 *
## Orange.l3 0.0063732 0.0591299 0.108 0.914766
## Riverside.l3 0.1444417 0.1072702 1.347 0.186551
## SanBernadino.l3 0.0886274 0.0869650 1.019 0.314948
## SantaClara.l3 0.0395691 0.0282058 1.403 0.169221
## Alameda.l3 0.0208275 0.0675613 0.308 0.759649
## Sacramento.l3 0.3847259 0.1426485 2.697 0.010576 *
## Fresno.l3 0.1169802 0.1937099 0.604 0.549701
## Kern.l3 -0.1477740 0.1523059 -0.970 0.338398
## SanFrancisco.l3 -0.0191970 0.0345457 -0.556 0.581854
## Ventura.l3 0.0019386 0.0962236 0.020 0.984038
## SanJoaquin.l3 0.2131619 0.1243946 1.714 0.095203 .
## SanMateo.l3 -0.0402135 0.0300286 -1.339 0.188909
## Stanislaus.l3 -0.4309289 0.1405435 -3.066 0.004098 **
## Sonoma.l3 0.0687381 0.0678810 1.013 0.317996
## Tulare.l3 -0.3935762 0.1848412 -2.129 0.040141 *
## Solano.l3 -0.6599799 0.1427706 -4.623 4.73e-05 ***
## SantaBarbara.l3 -0.1479155 0.0575687 -2.569 0.014477 *
## Monterey.l3 0.2125965 0.0775116 2.743 0.009434 **
## Placer.l3 -0.2640813 0.0874229 -3.021 0.004619 **
## SanLuisObispo.l3 0.1883670 0.0895879 2.103 0.042558 *
## SantaCruz.l3 -0.0131893 0.0379515 -0.348 0.730216
## Marin.l3 0.1430503 0.0467849 3.058 0.004192 **
## Butte.l3 -0.3435938 0.1021174 -3.365 0.001832 **
## Yolo.l3 -0.2769396 0.0981818 -2.821 0.007748 **
## ElDorado.l3 0.0245386 0.0792442 0.310 0.758606
## Shasta.l3 0.2669022 0.1291370 2.067 0.046001 *
## Madera.l3 -0.5197175 0.1777250 -2.924 0.005939 **
## Kings.l3 0.2552088 0.1297900 1.966 0.057009 .
## Napa.l3 -0.0124596 0.0601673 -0.207 0.837113
## Humboldt.l3 -0.0382450 0.0673356 -0.568 0.573577
## Sutter.l3 -0.4826379 0.2176286 -2.218 0.032973 *
## Mendocino.l3 -0.0620074 0.0330629 -1.875 0.068861 .
## SanBenito.l3 0.1952923 0.0896907 2.177 0.036086 *
## LosAngeles.l4 -0.0617219 0.0520531 -1.186 0.243489
## SanDiego.l4 -0.3765648 0.0990811 -3.801 0.000537 ***
## Orange.l4 -0.0324775 0.0514202 -0.632 0.531633
## Riverside.l4 -0.5215447 0.1558730 -3.346 0.001928 **
## SanBernadino.l4 0.1012781 0.0957639 1.058 0.297291
## SantaClara.l4 -0.0043826 0.0308738 -0.142 0.887909
## Alameda.l4 -0.0049376 0.0553809 -0.089 0.929452
## Sacramento.l4 -0.1227255 0.1172375 -1.047 0.302164
## Fresno.l4 0.0797295 0.1378605 0.578 0.566639
## Kern.l4 0.0806941 0.1300824 0.620 0.538948
## SanFrancisco.l4 -0.0490308 0.0305311 -1.606 0.117027
## Ventura.l4 0.2346397 0.0963621 2.435 0.019977 *
## SanJoaquin.l4 -0.0190353 0.1272613 -0.150 0.881934
## SanMateo.l4 -0.0151404 0.0275469 -0.550 0.585972
## Stanislaus.l4 0.6715013 0.1104751 6.078 5.46e-07 ***
## Sonoma.l4 0.0977397 0.0575616 1.698 0.098137 .
## Tulare.l4 -0.1568440 0.1878211 -0.835 0.409185
## Solano.l4 0.1952631 0.1106964 1.764 0.086225 .
## SantaBarbara.l4 -0.0521276 0.0765094 -0.681 0.500027
## Monterey.l4 0.1265626 0.0621462 2.037 0.049104 *
## Placer.l4 -0.2057490 0.1061919 -1.938 0.060558 .
## SanLuisObispo.l4 -0.3003690 0.0907078 -3.311 0.002120 **
## SantaCruz.l4 0.1319317 0.0339220 3.889 0.000416 ***
## Marin.l4 -0.0345368 0.0347306 -0.994 0.326656
## Butte.l4 0.4207484 0.1033974 4.069 0.000246 ***
## Yolo.l4 0.4668579 0.1407916 3.316 0.002093 **
## ElDorado.l4 -0.0339374 0.0731303 -0.464 0.645394
## Shasta.l4 -0.2360793 0.1411377 -1.673 0.103059
## Madera.l4 0.6588471 0.1966601 3.350 0.001906 **
## Kings.l4 -0.1481719 0.1409206 -1.051 0.300056
## Napa.l4 0.0716358 0.0563109 1.272 0.211477
## Humboldt.l4 -0.0037384 0.0550134 -0.068 0.946198
## Sutter.l4 0.1271781 0.2262220 0.562 0.577475
## Mendocino.l4 0.0846448 0.0420815 2.011 0.051811 .
## SanBenito.l4 -0.0387433 0.0949632 -0.408 0.685703
## LosAngeles.l5 -0.0182321 0.0471370 -0.387 0.701189
## SanDiego.l5 0.2705433 0.0880721 3.072 0.004037 **
## Orange.l5 -0.0167959 0.0526388 -0.319 0.751511
## Riverside.l5 0.0927157 0.1167242 0.794 0.432218
## SanBernadino.l5 -0.1060577 0.0916529 -1.157 0.254825
## SantaClara.l5 -0.0221406 0.0309092 -0.716 0.478420
## Alameda.l5 0.0053294 0.0470200 0.113 0.910388
## Sacramento.l5 -0.0470066 0.1365991 -0.344 0.732758
## Fresno.l5 0.3460000 0.1798331 1.924 0.062288 .
## Kern.l5 -0.2556380 0.1576781 -1.621 0.113688
## SanFrancisco.l5 -0.0033044 0.0275157 -0.120 0.905080
## Ventura.l5 -0.3662207 0.0722664 -5.068 1.22e-05 ***
## SanJoaquin.l5 -0.0229882 0.1248346 -0.184 0.854930
## SanMateo.l5 0.1467280 0.0357261 4.107 0.000220 ***
## Stanislaus.l5 0.0027146 0.1105021 0.025 0.980536
## Sonoma.l5 -0.1811618 0.0647045 -2.800 0.008169 **
## Tulare.l5 -0.3317707 0.2461280 -1.348 0.186093
## Solano.l5 -0.1185726 0.1047933 -1.131 0.265330
## SantaBarbara.l5 -0.0852145 0.0690300 -1.234 0.225030
## Monterey.l5 -0.0695213 0.0524817 -1.325 0.193626
## Placer.l5 0.0709471 0.0926284 0.766 0.448710
## SanLuisObispo.l5 0.3095835 0.0818893 3.781 0.000569 ***
## SantaCruz.l5 -0.1127650 0.0286397 -3.937 0.000362 ***
## Marin.l5 -0.0605419 0.0273511 -2.214 0.033286 *
## Butte.l5 0.3270539 0.1594866 2.051 0.047633 *
## Yolo.l5 -0.0112158 0.1378636 -0.081 0.935611
## ElDorado.l5 0.0143124 0.0932899 0.153 0.878925
## Shasta.l5 0.0398483 0.1406527 0.283 0.778562
## Madera.l5 0.0308144 0.1912231 0.161 0.872881
## Kings.l5 -0.0335638 0.1308231 -0.257 0.798980
## Napa.l5 0.0370289 0.0545057 0.679 0.501255
## Humboldt.l5 0.0913506 0.0555468 1.645 0.108765
## Sutter.l5 -0.3266134 0.1595772 -2.047 0.048038 *
## Mendocino.l5 -0.0349981 0.0480222 -0.729 0.470845
## SanBenito.l5 0.2476274 0.0978031 2.532 0.015851 *
## LosAngeles.l6 0.0147720 0.0485590 0.304 0.762722
## SanDiego.l6 0.0951460 0.0713895 1.333 0.190981
## Orange.l6 0.1685401 0.0490108 3.439 0.001493 **
## Riverside.l6 -0.0705362 0.1480962 -0.476 0.636748
## SanBernadino.l6 0.1945021 0.1005525 1.934 0.060962 .
## SantaClara.l6 -0.0034079 0.0205294 -0.166 0.869086
## Alameda.l6 -0.0390989 0.0415223 -0.942 0.352655
## Sacramento.l6 0.0457856 0.1277621 0.358 0.722163
## Fresno.l6 0.2027399 0.1357431 1.494 0.144006
## Kern.l6 0.1548731 0.1333037 1.162 0.252959
## SanFrancisco.l6 0.0167866 0.0300293 0.559 0.579618
## Ventura.l6 0.0715491 0.1123487 0.637 0.528253
## SanJoaquin.l6 -0.1026678 0.1031156 -0.996 0.326062
## SanMateo.l6 -0.1256866 0.0306573 -4.100 0.000225 ***
## Stanislaus.l6 -0.3426100 0.1477376 -2.319 0.026182 *
## Sonoma.l6 0.1463338 0.0684670 2.137 0.039439 *
## Tulare.l6 -0.6353025 0.2029312 -3.131 0.003453 **
## Solano.l6 0.0959633 0.0757251 1.267 0.213200
## SantaBarbara.l6 0.1222135 0.0794100 1.539 0.132544
## Monterey.l6 0.0406043 0.0462906 0.877 0.386216
## Placer.l6 -0.1187084 0.1136182 -1.045 0.303080
## SanLuisObispo.l6 0.1092923 0.0682055 1.602 0.117807
## SantaCruz.l6 0.1281601 0.0266601 4.807 2.70e-05 ***
## Marin.l6 -0.0345885 0.0271282 -1.275 0.210477
## Butte.l6 -0.2878051 0.1136731 -2.532 0.015852 *
## Yolo.l6 -0.0866974 0.1094002 -0.792 0.433273
## ElDorado.l6 -0.1222473 0.0772212 -1.583 0.122150
## Shasta.l6 0.5950986 0.1314838 4.526 6.33e-05 ***
## Madera.l6 -0.5017373 0.1759523 -2.852 0.007161 **
## Kings.l6 0.1539539 0.1092367 1.409 0.167309
## Napa.l6 -0.1303053 0.0657302 -1.982 0.055104 .
## Humboldt.l6 -0.0261808 0.0611097 -0.428 0.670896
## Sutter.l6 0.4111044 0.1546758 2.658 0.011655 *
## Mendocino.l6 0.0161880 0.0351658 0.460 0.648045
## SanBenito.l6 -0.1462703 0.0511823 -2.858 0.007047 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 79.14 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 9.081e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Solano:
## =======================================
## Solano = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.486534 0.137847 3.530 0.001159 **
## SanDiego.l1 -0.044267 0.289193 -0.153 0.879196
## Orange.l1 0.158989 0.190671 0.834 0.409871
## Riverside.l1 0.003985 0.477542 0.008 0.993388
## SanBernadino.l1 -0.701855 0.255585 -2.746 0.009356 **
## SantaClara.l1 -0.150615 0.059693 -2.523 0.016189 *
## Alameda.l1 0.485403 0.200795 2.417 0.020823 *
## Sacramento.l1 0.064594 0.552460 0.117 0.907573
## Fresno.l1 -0.064972 0.365214 -0.178 0.859797
## Kern.l1 -0.664642 0.303345 -2.191 0.035004 *
## SanFrancisco.l1 -0.017654 0.065232 -0.271 0.788214
## Ventura.l1 -0.076974 0.182947 -0.421 0.676442
## SanJoaquin.l1 0.752174 0.239838 3.136 0.003402 **
## SanMateo.l1 -0.161901 0.092797 -1.745 0.089574 .
## Stanislaus.l1 0.434785 0.320589 1.356 0.183479
## Sonoma.l1 -0.280529 0.166338 -1.687 0.100348
## Tulare.l1 -0.048090 0.561261 -0.086 0.932194
## Solano.l1 -0.130625 0.271692 -0.481 0.633579
## SantaBarbara.l1 -0.396979 0.148438 -2.674 0.011188 *
## Monterey.l1 0.351838 0.202359 1.739 0.090638 .
## Placer.l1 -0.082380 0.448376 -0.184 0.855256
## SanLuisObispo.l1 -0.614643 0.198315 -3.099 0.003753 **
## SantaCruz.l1 0.087235 0.107611 0.811 0.422890
## Marin.l1 -0.099943 0.098539 -1.014 0.317234
## Butte.l1 0.280943 0.329356 0.853 0.399295
## Yolo.l1 1.265952 0.237404 5.332 5.42e-06 ***
## ElDorado.l1 -0.025760 0.245466 -0.105 0.917002
## Shasta.l1 -0.758764 0.390413 -1.943 0.059807 .
## Madera.l1 1.088174 0.569753 1.910 0.064138 .
## Kings.l1 -0.014184 0.228188 -0.062 0.950781
## Napa.l1 0.126831 0.146909 0.863 0.393673
## Humboldt.l1 -0.536453 0.148294 -3.617 0.000905 ***
## Sutter.l1 -2.010708 0.350946 -5.729 1.60e-06 ***
## Mendocino.l1 0.185439 0.084459 2.196 0.034649 *
## SanBenito.l1 0.973254 0.224204 4.341 0.000110 ***
## LosAngeles.l2 0.146861 0.135321 1.085 0.285011
## SanDiego.l2 0.955581 0.290297 3.292 0.002236 **
## Orange.l2 -0.301607 0.200039 -1.508 0.140347
## Riverside.l2 -0.865030 0.448710 -1.928 0.061796 .
## SanBernadino.l2 0.076931 0.236123 0.326 0.746456
## SantaClara.l2 -0.159591 0.096269 -1.658 0.106057
## Alameda.l2 0.811759 0.201549 4.028 0.000278 ***
## Sacramento.l2 -2.618085 0.507352 -5.160 9.20e-06 ***
## Fresno.l2 0.894490 0.662325 1.351 0.185275
## Kern.l2 0.584872 0.455645 1.284 0.207479
## SanFrancisco.l2 -0.033740 0.105039 -0.321 0.749910
## Ventura.l2 -1.633062 0.302262 -5.403 4.37e-06 ***
## SanJoaquin.l2 -0.861505 0.347307 -2.481 0.017929 *
## SanMateo.l2 -0.270086 0.118836 -2.273 0.029111 *
## Stanislaus.l2 1.127745 0.350753 3.215 0.002752 **
## Sonoma.l2 0.563610 0.191820 2.938 0.005729 **
## Tulare.l2 -1.474296 0.684096 -2.155 0.037917 *
## Solano.l2 0.452535 0.301269 1.502 0.141795
## SantaBarbara.l2 0.119873 0.174187 0.688 0.495747
## Monterey.l2 -0.223849 0.200093 -1.119 0.270668
## Placer.l2 1.636999 0.457552 3.578 0.001013 **
## SanLuisObispo.l2 0.273975 0.210131 1.304 0.200569
## SantaCruz.l2 -0.081251 0.137211 -0.592 0.557445
## Marin.l2 -0.040121 0.126792 -0.316 0.753499
## Butte.l2 0.062957 0.365960 0.172 0.864374
## Yolo.l2 0.311617 0.287440 1.084 0.285523
## ElDorado.l2 -0.086733 0.237492 -0.365 0.717097
## Shasta.l2 -0.335557 0.459993 -0.729 0.470427
## Madera.l2 0.587542 0.578786 1.015 0.316819
## Kings.l2 0.090632 0.385628 0.235 0.815521
## Napa.l2 -0.037253 0.161136 -0.231 0.818476
## Humboldt.l2 -0.155993 0.204128 -0.764 0.449733
## Sutter.l2 -0.734935 0.563326 -1.305 0.200296
## Mendocino.l2 -0.062077 0.108910 -0.570 0.572229
## SanBenito.l2 0.163742 0.221474 0.739 0.464503
## LosAngeles.l3 0.241973 0.173945 1.391 0.172738
## SanDiego.l3 -0.610267 0.274726 -2.221 0.032704 *
## Orange.l3 0.372431 0.175762 2.119 0.041061 *
## Riverside.l3 0.298689 0.318858 0.937 0.355131
## SanBernadino.l3 -0.061985 0.258501 -0.240 0.811855
## SantaClara.l3 -0.055172 0.083841 -0.658 0.514692
## Alameda.l3 -0.035811 0.200824 -0.178 0.859470
## Sacramento.l3 -0.874558 0.424019 -2.063 0.046428 *
## Fresno.l3 0.792593 0.575797 1.377 0.177164
## Kern.l3 0.290142 0.452725 0.641 0.525661
## SanFrancisco.l3 -0.075743 0.102686 -0.738 0.465527
## Ventura.l3 -0.130906 0.286022 -0.458 0.649934
## SanJoaquin.l3 -0.156198 0.369760 -0.422 0.675223
## SanMateo.l3 -0.045134 0.089259 -0.506 0.616185
## Stanislaus.l3 -0.213492 0.417762 -0.511 0.612445
## Sonoma.l3 -0.054942 0.201774 -0.272 0.786951
## Tulare.l3 -0.342189 0.549435 -0.623 0.537341
## Solano.l3 -0.209976 0.424382 -0.495 0.623761
## SantaBarbara.l3 0.051612 0.171121 0.302 0.764685
## Monterey.l3 0.138976 0.230401 0.603 0.550164
## Placer.l3 -0.447036 0.259862 -1.720 0.093968 .
## SanLuisObispo.l3 0.287574 0.266298 1.080 0.287370
## SantaCruz.l3 -0.037265 0.112810 -0.330 0.743061
## Marin.l3 0.229259 0.139067 1.649 0.107940
## Butte.l3 -0.945042 0.303541 -3.113 0.003615 **
## Yolo.l3 -0.275566 0.291843 -0.944 0.351347
## ElDorado.l3 -0.074154 0.235551 -0.315 0.754724
## Shasta.l3 1.040537 0.383856 2.711 0.010221 *
## Madera.l3 0.928837 0.528283 1.758 0.087210 .
## Kings.l3 -0.394853 0.385797 -1.023 0.312913
## Napa.l3 0.266527 0.178846 1.490 0.144866
## Humboldt.l3 0.713482 0.200153 3.565 0.001050 **
## Sutter.l3 -0.185911 0.646895 -0.287 0.775462
## Mendocino.l3 -0.190546 0.098279 -1.939 0.060391 .
## SanBenito.l3 -0.392729 0.266603 -1.473 0.149419
## LosAngeles.l4 -0.230146 0.154726 -1.487 0.145607
## SanDiego.l4 -0.460460 0.294516 -1.563 0.126697
## Orange.l4 -0.011674 0.152845 -0.076 0.939539
## Riverside.l4 0.334148 0.463328 0.721 0.475450
## SanBernadino.l4 -0.234878 0.284655 -0.825 0.414731
## SantaClara.l4 0.098498 0.091771 1.073 0.290281
## Alameda.l4 0.109697 0.164618 0.666 0.509421
## Sacramento.l4 0.789951 0.348485 2.267 0.029507 *
## Fresno.l4 -1.261971 0.409787 -3.080 0.003955 **
## Kern.l4 -0.352832 0.386666 -0.912 0.367577
## SanFrancisco.l4 -0.040036 0.090753 -0.441 0.661737
## Ventura.l4 0.210374 0.286434 0.734 0.467427
## SanJoaquin.l4 0.530634 0.378281 1.403 0.169256
## SanMateo.l4 0.087770 0.081882 1.072 0.290898
## Stanislaus.l4 0.702542 0.328384 2.139 0.039256 *
## Sonoma.l4 -0.125362 0.171100 -0.733 0.468499
## Tulare.l4 -1.445691 0.558293 -2.589 0.013785 *
## Solano.l4 0.858445 0.329042 2.609 0.013146 *
## SantaBarbara.l4 0.241912 0.227422 1.064 0.294541
## Monterey.l4 -0.125441 0.184728 -0.679 0.501443
## Placer.l4 -0.411443 0.315653 -1.303 0.200690
## SanLuisObispo.l4 -0.306729 0.269626 -1.138 0.262800
## SantaCruz.l4 0.179856 0.100832 1.784 0.082902 .
## Marin.l4 -0.319776 0.103236 -3.098 0.003771 **
## Butte.l4 1.090019 0.307346 3.547 0.001105 **
## Yolo.l4 0.485587 0.418499 1.160 0.253562
## ElDorado.l4 0.208732 0.217378 0.960 0.343346
## Shasta.l4 0.246063 0.419528 0.587 0.561184
## Madera.l4 -0.608105 0.584567 -1.040 0.305153
## Kings.l4 0.370170 0.418883 0.884 0.382717
## Napa.l4 -0.279231 0.167382 -1.668 0.103948
## Humboldt.l4 0.020346 0.163526 0.124 0.901673
## Sutter.l4 1.168811 0.672439 1.738 0.090729 .
## Mendocino.l4 0.159994 0.125086 1.279 0.209057
## SanBenito.l4 -0.059206 0.282275 -0.210 0.835048
## LosAngeles.l5 -0.085795 0.140113 -0.612 0.544169
## SanDiego.l5 1.250769 0.261792 4.778 2.96e-05 ***
## Orange.l5 -0.042624 0.156467 -0.272 0.786858
## Riverside.l5 -0.060176 0.346959 -0.173 0.863280
## SanBernadino.l5 -0.029702 0.272436 -0.109 0.913790
## SantaClara.l5 -0.036189 0.091877 -0.394 0.695986
## Alameda.l5 -0.202686 0.139766 -1.450 0.155664
## Sacramento.l5 -0.526404 0.406037 -1.296 0.203072
## Fresno.l5 -1.474923 0.534549 -2.759 0.009052 **
## Kern.l5 -0.130632 0.468694 -0.279 0.782059
## SanFrancisco.l5 0.089499 0.081790 1.094 0.281109
## Ventura.l5 -0.270579 0.214810 -1.260 0.215911
## SanJoaquin.l5 -0.105464 0.371068 -0.284 0.777872
## SanMateo.l5 0.295065 0.106195 2.779 0.008622 **
## Stanislaus.l5 0.101937 0.328464 0.310 0.758088
## Sonoma.l5 0.017206 0.192332 0.089 0.929214
## Tulare.l5 -0.140952 0.731609 -0.193 0.848308
## Solano.l5 0.130614 0.311495 0.419 0.677479
## SantaBarbara.l5 0.034562 0.205190 0.168 0.867180
## Monterey.l5 -0.279216 0.156000 -1.790 0.081894 .
## Placer.l5 0.710941 0.275335 2.582 0.014036 *
## SanLuisObispo.l5 0.729714 0.243414 2.998 0.004905 **
## SantaCruz.l5 -0.352328 0.085131 -4.139 0.000201 ***
## Marin.l5 -0.326784 0.081300 -4.019 0.000285 ***
## Butte.l5 0.444552 0.474069 0.938 0.354629
## Yolo.l5 -1.390228 0.409796 -3.392 0.001697 **
## ElDorado.l5 -0.350600 0.277302 -1.264 0.214238
## Shasta.l5 1.161005 0.418086 2.777 0.008656 **
## Madera.l5 0.108608 0.568405 0.191 0.849540
## Kings.l5 0.635827 0.388868 1.635 0.110749
## Napa.l5 0.049909 0.162017 0.308 0.759819
## Humboldt.l5 -0.318920 0.165111 -1.932 0.061318 .
## Sutter.l5 -0.005510 0.474339 -0.012 0.990796
## Mendocino.l5 0.243317 0.142745 1.705 0.096893 .
## SanBenito.l5 0.309180 0.290717 1.064 0.294634
## LosAngeles.l6 0.117042 0.144340 0.811 0.422766
## SanDiego.l6 0.216634 0.212203 1.021 0.314123
## Orange.l6 0.711590 0.145683 4.884 2.14e-05 ***
## Riverside.l6 -0.918719 0.440212 -2.087 0.044031 *
## SanBernadino.l6 -0.177144 0.298890 -0.593 0.557104
## SantaClara.l6 -0.094897 0.061023 -1.555 0.128670
## Alameda.l6 0.087945 0.123424 0.713 0.480720
## Sacramento.l6 0.908019 0.379769 2.391 0.022155 *
## Fresno.l6 1.886104 0.403493 4.674 4.05e-05 ***
## Kern.l6 0.717464 0.396242 1.811 0.078544 .
## SanFrancisco.l6 0.013747 0.089261 0.154 0.878463
## Ventura.l6 -1.275110 0.333953 -3.818 0.000511 ***
## SanJoaquin.l6 -1.188140 0.306508 -3.876 0.000432 ***
## SanMateo.l6 -0.052533 0.091128 -0.576 0.567884
## Stanislaus.l6 0.308316 0.439146 0.702 0.487144
## Sonoma.l6 0.036921 0.203516 0.181 0.857058
## Tulare.l6 1.238237 0.603207 2.053 0.047419 *
## Solano.l6 0.655556 0.225091 2.912 0.006125 **
## SantaBarbara.l6 -0.048397 0.236044 -0.205 0.838700
## Monterey.l6 -0.384200 0.137598 -2.792 0.008329 **
## Placer.l6 0.651287 0.337727 1.928 0.061715 .
## SanLuisObispo.l6 -0.160155 0.202739 -0.790 0.434726
## SantaCruz.l6 0.366873 0.079246 4.630 4.63e-05 ***
## Marin.l6 -0.151258 0.080638 -1.876 0.068814 .
## Butte.l6 -1.660935 0.337890 -4.916 1.94e-05 ***
## Yolo.l6 -0.613280 0.325189 -1.886 0.067395 .
## ElDorado.l6 -0.594065 0.229538 -2.588 0.013832 *
## Shasta.l6 1.125496 0.390832 2.880 0.006662 **
## Madera.l6 -0.397983 0.523013 -0.761 0.451647
## Kings.l6 -0.645116 0.324703 -1.987 0.054598 .
## Napa.l6 0.079611 0.195381 0.407 0.686079
## Humboldt.l6 0.559001 0.181647 3.077 0.003978 **
## Sutter.l6 -0.230286 0.459770 -0.501 0.619509
## Mendocino.l6 -0.007791 0.104530 -0.075 0.941000
## SanBenito.l6 -0.141215 0.152138 -0.928 0.359484
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 235.2 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 3.543e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation SantaBarbara:
## =============================================
## SantaBarbara = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.556232 0.185111 3.005 0.004815 **
## SanDiego.l1 1.072824 0.388348 2.763 0.008976 **
## Orange.l1 -0.558729 0.256045 -2.182 0.035706 *
## Riverside.l1 -1.180923 0.641275 -1.842 0.073796 .
## SanBernadino.l1 -0.488221 0.343217 -1.422 0.163493
## SantaClara.l1 -0.050221 0.080160 -0.627 0.534937
## Alameda.l1 0.391788 0.269641 1.453 0.154886
## Sacramento.l1 -1.469326 0.741880 -1.981 0.055324 .
## Fresno.l1 -1.015706 0.490434 -2.071 0.045583 *
## Kern.l1 -0.187906 0.407352 -0.461 0.647369
## SanFrancisco.l1 -0.202804 0.087597 -2.315 0.026416 *
## Ventura.l1 0.068750 0.245673 0.280 0.781199
## SanJoaquin.l1 0.536919 0.322071 1.667 0.104176
## SanMateo.l1 -0.202224 0.124614 -1.623 0.113358
## Stanislaus.l1 1.304942 0.430509 3.031 0.004494 **
## Sonoma.l1 -0.226012 0.223369 -1.012 0.318372
## Tulare.l1 1.637946 0.753698 2.173 0.036423 *
## Solano.l1 -0.402465 0.364846 -1.103 0.277299
## SantaBarbara.l1 0.737124 0.199332 3.698 0.000720 ***
## Monterey.l1 -0.399809 0.271742 -1.471 0.149903
## Placer.l1 -0.084196 0.602109 -0.140 0.889570
## SanLuisObispo.l1 -0.173531 0.266311 -0.652 0.518790
## SantaCruz.l1 0.191371 0.144507 1.324 0.193748
## Marin.l1 0.020050 0.132325 0.152 0.880409
## Butte.l1 0.239851 0.442282 0.542 0.590950
## Yolo.l1 0.357025 0.318802 1.120 0.270174
## ElDorado.l1 -0.528440 0.329628 -1.603 0.117643
## Shasta.l1 -0.386678 0.524273 -0.738 0.465567
## Madera.l1 1.673693 0.765102 2.188 0.035279 *
## Kings.l1 0.047663 0.306426 0.156 0.877261
## Napa.l1 0.294581 0.197280 1.493 0.144094
## Humboldt.l1 -0.534328 0.199139 -2.683 0.010946 *
## Sutter.l1 -2.320717 0.471273 -4.924 1.89e-05 ***
## Mendocino.l1 -0.096730 0.113417 -0.853 0.399369
## SanBenito.l1 1.684661 0.301076 5.595 2.41e-06 ***
## LosAngeles.l2 -0.055154 0.181718 -0.304 0.763245
## SanDiego.l2 1.434444 0.389830 3.680 0.000759 ***
## Orange.l2 0.250553 0.268625 0.933 0.357177
## Riverside.l2 0.877819 0.602558 1.457 0.153833
## SanBernadino.l2 0.150753 0.317082 0.475 0.637347
## SantaClara.l2 -0.208396 0.129277 -1.612 0.115692
## Alameda.l2 0.425505 0.270653 1.572 0.124667
## Sacramento.l2 -1.001865 0.681306 -1.471 0.150112
## Fresno.l2 0.998713 0.889413 1.123 0.268917
## Kern.l2 1.025682 0.611871 1.676 0.102343
## SanFrancisco.l2 0.004716 0.141054 0.033 0.973515
## Ventura.l2 -1.096121 0.405897 -2.700 0.010485 *
## SanJoaquin.l2 -1.299050 0.466386 -2.785 0.008474 **
## SanMateo.l2 -0.139821 0.159581 -0.876 0.386744
## Stanislaus.l2 0.993049 0.471015 2.108 0.042029 *
## Sonoma.l2 -0.086728 0.257588 -0.337 0.738304
## Tulare.l2 -2.050135 0.918649 -2.232 0.031952 *
## Solano.l2 -0.538675 0.404565 -1.331 0.191397
## SantaBarbara.l2 0.018105 0.233910 0.077 0.938731
## Monterey.l2 -0.255681 0.268698 -0.952 0.347667
## Placer.l2 1.739644 0.614431 2.831 0.007541 **
## SanLuisObispo.l2 -0.296739 0.282178 -1.052 0.299990
## SantaCruz.l2 -0.341155 0.184256 -1.852 0.072310 .
## Marin.l2 -0.084495 0.170264 -0.496 0.622730
## Butte.l2 0.358262 0.491435 0.729 0.470711
## Yolo.l2 0.345895 0.385994 0.896 0.376145
## ElDorado.l2 -0.553119 0.318919 -1.734 0.091412 .
## Shasta.l2 -0.363748 0.617709 -0.589 0.559629
## Madera.l2 0.338900 0.777232 0.436 0.665416
## Kings.l2 0.178912 0.517847 0.345 0.731736
## Napa.l2 -0.158678 0.216384 -0.733 0.468113
## Humboldt.l2 0.023474 0.274117 0.086 0.932231
## Sutter.l2 0.950693 0.756472 1.257 0.216939
## Mendocino.l2 0.326816 0.146251 2.235 0.031741 *
## SanBenito.l2 -0.571558 0.297411 -1.922 0.062577 .
## LosAngeles.l3 0.093644 0.233585 0.401 0.690863
## SanDiego.l3 -1.271152 0.368921 -3.446 0.001465 **
## Orange.l3 0.854978 0.236025 3.622 0.000893 ***
## Riverside.l3 -1.192207 0.428183 -2.784 0.008496 **
## SanBernadino.l3 -0.431194 0.347132 -1.242 0.222209
## SantaClara.l3 0.105876 0.112587 0.940 0.353283
## Alameda.l3 0.603019 0.269680 2.236 0.031638 *
## Sacramento.l3 0.277539 0.569401 0.487 0.628913
## Fresno.l3 0.902554 0.773219 1.167 0.250776
## Kern.l3 -1.218032 0.607949 -2.004 0.052694 .
## SanFrancisco.l3 -0.001441 0.137894 -0.010 0.991718
## Ventura.l3 -0.859815 0.384089 -2.239 0.031458 *
## SanJoaquin.l3 0.778892 0.496538 1.569 0.125480
## SanMateo.l3 -0.200116 0.119863 -1.670 0.103685
## Stanislaus.l3 -0.592342 0.560998 -1.056 0.298061
## Sonoma.l3 0.309723 0.270956 1.143 0.260552
## Tulare.l3 0.514572 0.737818 0.697 0.490017
## Solano.l3 -1.330920 0.569888 -2.335 0.025212 *
## SantaBarbara.l3 -0.620317 0.229793 -2.699 0.010512 *
## Monterey.l3 0.406375 0.309398 1.313 0.197346
## Placer.l3 -0.143319 0.348960 -0.411 0.683725
## SanLuisObispo.l3 0.247684 0.357602 0.693 0.492990
## SantaCruz.l3 -0.113127 0.151489 -0.747 0.460051
## Marin.l3 0.321180 0.186748 1.720 0.094046 .
## Butte.l3 -0.819937 0.407615 -2.012 0.051800 .
## Yolo.l3 -0.167963 0.391906 -0.429 0.670781
## ElDorado.l3 0.192266 0.316314 0.608 0.547113
## Shasta.l3 1.682717 0.515468 3.264 0.002409 **
## Madera.l3 -0.550359 0.709413 -0.776 0.442937
## Kings.l3 -0.085072 0.518074 -0.164 0.870485
## Napa.l3 0.079719 0.240166 0.332 0.741864
## Humboldt.l3 0.673470 0.268779 2.506 0.016883 *
## Sutter.l3 -0.555001 0.868694 -0.639 0.526938
## Mendocino.l3 -0.286658 0.131975 -2.172 0.036517 *
## SanBenito.l3 0.394078 0.358012 1.101 0.278316
## LosAngeles.l4 -0.093212 0.207777 -0.449 0.656396
## SanDiego.l4 -0.738146 0.395495 -1.866 0.070150 .
## Orange.l4 -0.233816 0.205251 -1.139 0.262155
## Riverside.l4 0.307631 0.622188 0.494 0.624003
## SanBernadino.l4 -0.497831 0.382254 -1.302 0.201066
## SantaClara.l4 -0.131675 0.123237 -1.068 0.292421
## Alameda.l4 0.361410 0.221060 1.635 0.110787
## Sacramento.l4 0.505992 0.467969 1.081 0.286775
## Fresno.l4 -2.336334 0.550289 -4.246 0.000146 ***
## Kern.l4 0.156650 0.519241 0.302 0.764625
## SanFrancisco.l4 -0.033125 0.121869 -0.272 0.787322
## Ventura.l4 0.822775 0.384642 2.139 0.039285 *
## SanJoaquin.l4 -0.513014 0.507980 -1.010 0.319279
## SanMateo.l4 -0.106116 0.109957 -0.965 0.340951
## Stanislaus.l4 1.530404 0.440976 3.470 0.001367 **
## Sonoma.l4 0.297692 0.229765 1.296 0.203347
## Tulare.l4 -0.858939 0.749713 -1.146 0.259482
## Solano.l4 1.558734 0.441859 3.528 0.001165 **
## SantaBarbara.l4 0.982550 0.305398 3.217 0.002737 **
## Monterey.l4 0.200138 0.248065 0.807 0.425083
## Placer.l4 0.061318 0.423879 0.145 0.885786
## SanLuisObispo.l4 -0.340389 0.362072 -0.940 0.353425
## SantaCruz.l4 0.074095 0.135404 0.547 0.587611
## Marin.l4 -0.259302 0.138632 -1.870 0.069570 .
## Butte.l4 0.575513 0.412724 1.394 0.171736
## Yolo.l4 -0.133960 0.561989 -0.238 0.812947
## ElDorado.l4 -0.212219 0.291909 -0.727 0.471925
## Shasta.l4 0.883244 0.563370 1.568 0.125680
## Madera.l4 -0.202801 0.784995 -0.258 0.797610
## Kings.l4 0.156333 0.562503 0.278 0.782661
## Napa.l4 -0.271916 0.224772 -1.210 0.234264
## Humboldt.l4 0.241943 0.219593 1.102 0.277869
## Sutter.l4 0.246810 0.902995 0.273 0.786166
## Mendocino.l4 0.255413 0.167974 1.521 0.137108
## SanBenito.l4 -0.808597 0.379058 -2.133 0.039798 *
## LosAngeles.l5 -0.154236 0.188154 -0.820 0.417762
## SanDiego.l5 0.902961 0.351551 2.569 0.014507 *
## Orange.l5 0.508543 0.210115 2.420 0.020680 *
## Riverside.l5 1.840425 0.465920 3.950 0.000349 ***
## SanBernadino.l5 -0.242626 0.365845 -0.663 0.511431
## SantaClara.l5 0.290100 0.123378 2.351 0.024301 *
## Alameda.l5 -0.780237 0.187687 -4.157 0.000190 ***
## Sacramento.l5 0.293463 0.545254 0.538 0.593741
## Fresno.l5 -1.535409 0.717828 -2.139 0.039293 *
## Kern.l5 1.083064 0.629393 1.721 0.093871 .
## SanFrancisco.l5 0.066714 0.109833 0.607 0.547387
## Ventura.l5 -0.629326 0.288461 -2.182 0.035744 *
## SanJoaquin.l5 0.609120 0.498294 1.222 0.229496
## SanMateo.l5 0.291734 0.142606 2.046 0.048141 *
## Stanislaus.l5 -0.905340 0.441084 -2.053 0.047442 *
## Sonoma.l5 -0.078982 0.258277 -0.306 0.761516
## Tulare.l5 0.346901 0.982453 0.353 0.726075
## Solano.l5 -0.238800 0.418297 -0.571 0.571623
## SantaBarbara.l5 -0.635870 0.275542 -2.308 0.026874 *
## Monterey.l5 -0.223154 0.209488 -1.065 0.293862
## Placer.l5 -0.176243 0.369739 -0.477 0.636478
## SanLuisObispo.l5 0.676024 0.326872 2.068 0.045867 *
## SantaCruz.l5 -0.514733 0.114319 -4.503 6.79e-05 ***
## Marin.l5 -0.063794 0.109176 -0.584 0.562648
## Butte.l5 0.194933 0.636612 0.306 0.761214
## Yolo.l5 -0.375896 0.550301 -0.683 0.498933
## ElDorado.l5 -0.649003 0.372379 -1.743 0.089896 .
## Shasta.l5 0.163219 0.561434 0.291 0.772935
## Madera.l5 -0.456212 0.763292 -0.598 0.553789
## Kings.l5 -0.422847 0.522198 -0.810 0.423407
## Napa.l5 0.211971 0.217567 0.974 0.336419
## Humboldt.l5 0.085086 0.221723 0.384 0.703421
## Sutter.l5 -0.023536 0.636974 -0.037 0.970729
## Mendocino.l5 -0.004142 0.191687 -0.022 0.982879
## SanBenito.l5 0.154898 0.390394 0.397 0.693877
## LosAngeles.l6 -0.171634 0.193830 -0.885 0.381769
## SanDiego.l6 -0.177701 0.284961 -0.624 0.536822
## Orange.l6 0.335783 0.195633 1.716 0.094685 .
## Riverside.l6 -0.045980 0.591146 -0.078 0.938432
## SanBernadino.l6 0.633776 0.401369 1.579 0.123075
## SantaClara.l6 -0.210041 0.081946 -2.563 0.014696 *
## Alameda.l6 0.162231 0.165742 0.979 0.334201
## Sacramento.l6 -0.295608 0.509980 -0.580 0.565764
## Fresno.l6 1.165980 0.541837 2.152 0.038186 *
## Kern.l6 -1.080028 0.532100 -2.030 0.049823 *
## SanFrancisco.l6 0.112239 0.119866 0.936 0.355321
## Ventura.l6 -1.807949 0.448455 -4.032 0.000275 ***
## SanJoaquin.l6 -0.407886 0.411600 -0.991 0.328311
## SanMateo.l6 -0.291658 0.122373 -2.383 0.022553 *
## Stanislaus.l6 0.310033 0.589714 0.526 0.602297
## Sonoma.l6 1.276991 0.273295 4.673 4.07e-05 ***
## Tulare.l6 0.822481 0.810027 1.015 0.316703
## Solano.l6 -0.116191 0.302267 -0.384 0.702945
## SantaBarbara.l6 0.030528 0.316975 0.096 0.923807
## Monterey.l6 -0.091720 0.184775 -0.496 0.622639
## Placer.l6 0.224041 0.453522 0.494 0.624306
## SanLuisObispo.l6 -0.094143 0.272251 -0.346 0.731510
## SantaCruz.l6 0.399917 0.106417 3.758 0.000607 ***
## Marin.l6 0.136297 0.108286 1.259 0.216250
## Butte.l6 -0.769449 0.453741 -1.696 0.098559 .
## Yolo.l6 0.234807 0.436686 0.538 0.594091
## ElDorado.l6 0.486051 0.308239 1.577 0.123574
## Shasta.l6 0.359926 0.524835 0.686 0.497239
## Madera.l6 -1.280137 0.702337 -1.823 0.076666 .
## Kings.l6 0.909744 0.436033 2.086 0.044086 *
## Napa.l6 -0.343713 0.262371 -1.310 0.198485
## Humboldt.l6 -0.503993 0.243927 -2.066 0.046066 *
## Sutter.l6 0.260091 0.617409 0.421 0.676068
## Mendocino.l6 0.409772 0.140369 2.919 0.006017 **
## SanBenito.l6 0.149148 0.204301 0.730 0.470089
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 315.9 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 4.266e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Monterey:
## =========================================
## Monterey = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.270103 0.172626 1.565 0.126410
## SanDiego.l1 0.020350 0.362156 0.056 0.955499
## Orange.l1 -0.137470 0.238777 -0.576 0.568381
## Riverside.l1 1.366963 0.598025 2.286 0.028257 *
## SanBernadino.l1 -0.731610 0.320069 -2.286 0.028258 *
## SantaClara.l1 -0.018316 0.074754 -0.245 0.807830
## Alameda.l1 -0.068798 0.251456 -0.274 0.785958
## Sacramento.l1 1.103001 0.691845 1.594 0.119615
## Fresno.l1 -0.957844 0.457358 -2.094 0.043335 *
## Kern.l1 0.123510 0.379879 0.325 0.746966
## SanFrancisco.l1 -0.184569 0.081690 -2.259 0.030009 *
## Ventura.l1 0.642365 0.229104 2.804 0.008087 **
## SanJoaquin.l1 0.107314 0.300349 0.357 0.722955
## SanMateo.l1 -0.012213 0.116210 -0.105 0.916887
## Stanislaus.l1 0.018215 0.401474 0.045 0.964063
## Sonoma.l1 -0.848177 0.208304 -4.072 0.000244 ***
## Tulare.l1 0.399943 0.702866 0.569 0.572878
## Solano.l1 -0.214337 0.340239 -0.630 0.532699
## SantaBarbara.l1 -0.050386 0.185888 -0.271 0.787896
## Monterey.l1 0.390052 0.253414 1.539 0.132503
## Placer.l1 -1.002146 0.561500 -1.785 0.082729 .
## SanLuisObispo.l1 0.480114 0.248350 1.933 0.061105 .
## SantaCruz.l1 -0.240469 0.134761 -1.784 0.082787 .
## Marin.l1 0.253312 0.123401 2.053 0.047419 *
## Butte.l1 0.215630 0.412453 0.523 0.604317
## Yolo.l1 0.234808 0.297301 0.790 0.434816
## ElDorado.l1 -0.117737 0.307397 -0.383 0.703962
## Shasta.l1 -1.091456 0.488914 -2.232 0.031900 *
## Madera.l1 1.747759 0.713501 2.450 0.019300 *
## Kings.l1 0.283102 0.285759 0.991 0.328444
## Napa.l1 -0.158584 0.183974 -0.862 0.394398
## Humboldt.l1 -0.483645 0.185709 -2.604 0.013294 *
## Sutter.l1 -1.327712 0.439489 -3.021 0.004615 **
## Mendocino.l1 0.024196 0.105768 0.229 0.820348
## SanBenito.l1 1.073868 0.280771 3.825 0.000501 ***
## LosAngeles.l2 0.182600 0.169462 1.078 0.288411
## SanDiego.l2 1.037187 0.363539 2.853 0.007134 **
## Orange.l2 -0.391594 0.250508 -1.563 0.126755
## Riverside.l2 -1.478050 0.561919 -2.630 0.012472 *
## SanBernadino.l2 0.825315 0.295697 2.791 0.008352 **
## SantaClara.l2 -0.149286 0.120558 -1.238 0.223622
## Alameda.l2 1.239823 0.252399 4.912 1.96e-05 ***
## Sacramento.l2 -1.676998 0.635357 -2.639 0.012196 *
## Fresno.l2 -0.767988 0.829428 -0.926 0.360651
## Kern.l2 0.910906 0.570604 1.596 0.119144
## SanFrancisco.l2 -0.134390 0.131541 -1.022 0.313758
## Ventura.l2 -1.329342 0.378522 -3.512 0.001218 **
## SanJoaquin.l2 -0.290008 0.434932 -0.667 0.509158
## SanMateo.l2 -0.029233 0.148819 -0.196 0.845373
## Stanislaus.l2 0.714917 0.439248 1.628 0.112333
## Sonoma.l2 0.328071 0.240216 1.366 0.180495
## Tulare.l2 -0.708825 0.856692 -0.827 0.413463
## Solano.l2 -0.337254 0.377279 -0.894 0.377308
## SantaBarbara.l2 0.364498 0.218135 1.671 0.103398
## Monterey.l2 -0.599830 0.250576 -2.394 0.022009 *
## Placer.l2 2.064264 0.572991 3.603 0.000944 ***
## SanLuisObispo.l2 -0.534184 0.263147 -2.030 0.049798 *
## SantaCruz.l2 -0.217778 0.171829 -1.267 0.213145
## Marin.l2 -0.320731 0.158781 -2.020 0.050878 .
## Butte.l2 0.608279 0.458291 1.327 0.192774
## Yolo.l2 0.862900 0.359961 2.397 0.021834 *
## ElDorado.l2 -0.528113 0.297410 -1.776 0.084236 .
## Shasta.l2 0.343860 0.576049 0.597 0.554291
## Madera.l2 -0.851081 0.724813 -1.174 0.248021
## Kings.l2 -0.155506 0.482922 -0.322 0.749306
## Napa.l2 -0.322972 0.201790 -1.601 0.118220
## Humboldt.l2 -0.492527 0.255629 -1.927 0.061936 .
## Sutter.l2 0.332884 0.705453 0.472 0.639865
## Mendocino.l2 0.314794 0.136388 2.308 0.026850 *
## SanBenito.l2 0.634680 0.277352 2.288 0.028093 *
## LosAngeles.l3 0.230877 0.217831 1.060 0.296254
## SanDiego.l3 -0.860675 0.344039 -2.502 0.017045 *
## Orange.l3 0.496816 0.220107 2.257 0.030162 *
## Riverside.l3 -0.181397 0.399305 -0.454 0.652354
## SanBernadino.l3 -0.701264 0.323721 -2.166 0.036990 *
## SantaClara.l3 -0.046483 0.104994 -0.443 0.660617
## Alameda.l3 0.101997 0.251492 0.406 0.687462
## Sacramento.l3 -0.349862 0.530998 -0.659 0.514167
## Fresno.l3 2.562956 0.721070 3.554 0.001081 **
## Kern.l3 -0.318324 0.566947 -0.561 0.577955
## SanFrancisco.l3 0.031922 0.128594 0.248 0.805361
## Ventura.l3 -0.539401 0.358185 -1.506 0.140810
## SanJoaquin.l3 -0.278415 0.463050 -0.601 0.551432
## SanMateo.l3 -0.380257 0.111779 -3.402 0.001653 **
## Stanislaus.l3 -0.343240 0.523162 -0.656 0.515939
## Sonoma.l3 0.279361 0.252682 1.106 0.276240
## Tulare.l3 -0.404989 0.688057 -0.589 0.559806
## Solano.l3 -1.580988 0.531453 -2.975 0.005208 **
## SantaBarbara.l3 -0.188791 0.214295 -0.881 0.384168
## Monterey.l3 0.801385 0.288531 2.777 0.008645 **
## Placer.l3 0.069549 0.325425 0.214 0.831973
## SanLuisObispo.l3 0.544679 0.333484 1.633 0.111123
## SantaCruz.l3 -0.123945 0.141272 -0.877 0.386112
## Marin.l3 0.522934 0.174153 3.003 0.004842 **
## Butte.l3 -1.077216 0.380124 -2.834 0.007492 **
## Yolo.l3 -0.299748 0.365474 -0.820 0.417521
## ElDorado.l3 -0.319733 0.294980 -1.084 0.285610
## Shasta.l3 1.138405 0.480703 2.368 0.023364 *
## Madera.l3 0.322209 0.661568 0.487 0.629184
## Kings.l3 0.614982 0.483133 1.273 0.211212
## Napa.l3 0.242310 0.223968 1.082 0.286494
## Humboldt.l3 0.419580 0.250652 1.674 0.102808
## Sutter.l3 -1.828077 0.810106 -2.257 0.030201 *
## Mendocino.l3 -0.079095 0.123074 -0.643 0.524514
## SanBenito.l3 0.160813 0.333867 0.482 0.632957
## LosAngeles.l4 -0.403927 0.193764 -2.085 0.044257 *
## SanDiego.l4 -0.788339 0.368822 -2.137 0.039425 *
## Orange.l4 0.398701 0.191408 2.083 0.044415 *
## Riverside.l4 -0.410139 0.580225 -0.707 0.484203
## SanBernadino.l4 -0.127630 0.356474 -0.358 0.722409
## SantaClara.l4 0.178601 0.114925 1.554 0.128917
## Alameda.l4 0.199662 0.206151 0.969 0.339246
## Sacramento.l4 0.790939 0.436408 1.812 0.078274 .
## Fresno.l4 -1.408917 0.513175 -2.745 0.009369 **
## Kern.l4 0.567014 0.484222 1.171 0.249299
## SanFrancisco.l4 -0.048526 0.113650 -0.427 0.671937
## Ventura.l4 0.281143 0.358701 0.784 0.438295
## SanJoaquin.l4 0.607447 0.473720 1.282 0.207937
## SanMateo.l4 -0.106579 0.102541 -1.039 0.305562
## Stanislaus.l4 1.574574 0.411235 3.829 0.000495 ***
## Sonoma.l4 -0.248610 0.214269 -1.160 0.253576
## Tulare.l4 -1.340639 0.699150 -1.918 0.063132 .
## Solano.l4 0.603406 0.412059 1.464 0.151772
## SantaBarbara.l4 -0.297331 0.284801 -1.044 0.303446
## Monterey.l4 0.294679 0.231334 1.274 0.210890
## Placer.l4 -0.847328 0.395291 -2.144 0.038897 *
## SanLuisObispo.l4 -0.723642 0.337653 -2.143 0.038932 *
## SantaCruz.l4 0.140805 0.126272 1.115 0.272199
## Marin.l4 -0.070108 0.129282 -0.542 0.590960
## Butte.l4 1.592213 0.384889 4.137 0.000202 ***
## Yolo.l4 0.984779 0.524086 1.879 0.068354 .
## ElDorado.l4 -0.133087 0.272222 -0.489 0.627884
## Shasta.l4 0.050088 0.525374 0.095 0.924575
## Madera.l4 0.432109 0.732052 0.590 0.558697
## Kings.l4 -0.463799 0.524566 -0.884 0.382478
## Napa.l4 -0.098612 0.209613 -0.470 0.640873
## Humboldt.l4 0.487282 0.204783 2.380 0.022757 *
## Sutter.l4 0.436404 0.842094 0.518 0.607464
## Mendocino.l4 -0.040826 0.156645 -0.261 0.795868
## SanBenito.l4 -0.467599 0.353493 -1.323 0.194245
## LosAngeles.l5 -0.305018 0.175464 -1.738 0.090696 .
## SanDiego.l5 0.394897 0.327842 1.205 0.236242
## Orange.l5 0.016594 0.195944 0.085 0.932978
## Riverside.l5 1.850641 0.434497 4.259 0.000141 ***
## SanBernadino.l5 0.139208 0.341171 0.408 0.685668
## SantaClara.l5 0.017438 0.115057 0.152 0.880384
## Alameda.l5 -0.134668 0.175028 -0.769 0.446672
## Sacramento.l5 -0.525893 0.508480 -1.034 0.307920
## Fresno.l5 -1.405247 0.669415 -2.099 0.042873 *
## Kern.l5 -1.466863 0.586945 -2.499 0.017149 *
## SanFrancisco.l5 0.067593 0.102425 0.660 0.513500
## Ventura.l5 -0.537442 0.269006 -1.998 0.053328 .
## SanJoaquin.l5 0.655132 0.464687 1.410 0.167170
## SanMateo.l5 0.423708 0.132988 3.186 0.002977 **
## Stanislaus.l5 0.456079 0.411336 1.109 0.274879
## Sonoma.l5 0.353455 0.240857 1.467 0.150927
## Tulare.l5 -0.853709 0.916193 -0.932 0.357647
## Solano.l5 -0.274542 0.390085 -0.704 0.486085
## SantaBarbara.l5 0.215641 0.256959 0.839 0.406893
## Monterey.l5 -0.463988 0.195359 -2.375 0.022995 *
## Placer.l5 0.074158 0.344802 0.215 0.830923
## SanLuisObispo.l5 1.126935 0.304827 3.697 0.000722 ***
## SantaCruz.l5 -0.393304 0.106609 -3.689 0.000739 ***
## Marin.l5 -0.308687 0.101812 -3.032 0.004485 **
## Butte.l5 0.776088 0.593677 1.307 0.199413
## Yolo.l5 -0.529777 0.513187 -1.032 0.308804
## ElDorado.l5 -0.196098 0.347264 -0.565 0.575785
## Shasta.l5 1.456581 0.523569 2.782 0.008546 **
## Madera.l5 -0.962807 0.711813 -1.353 0.184615
## Kings.l5 0.348318 0.486979 0.715 0.479060
## Napa.l5 -0.169372 0.202893 -0.835 0.409344
## Humboldt.l5 -0.188007 0.206769 -0.909 0.369259
## Sutter.l5 -0.463576 0.594014 -0.780 0.440249
## Mendocino.l5 0.152077 0.178759 0.851 0.400537
## SanBenito.l5 0.301617 0.364065 0.828 0.412863
## LosAngeles.l6 0.039026 0.180757 0.216 0.830283
## SanDiego.l6 0.143312 0.265742 0.539 0.593007
## Orange.l6 0.505806 0.182439 2.772 0.008754 **
## Riverside.l6 0.592988 0.551277 1.076 0.289234
## SanBernadino.l6 0.397217 0.374299 1.061 0.295654
## SantaClara.l6 -0.108107 0.076419 -1.415 0.165761
## Alameda.l6 -0.155882 0.154563 -1.009 0.319930
## Sacramento.l6 0.627482 0.475585 1.319 0.195369
## Fresno.l6 0.375252 0.505293 0.743 0.462517
## Kern.l6 0.339413 0.496213 0.684 0.498350
## SanFrancisco.l6 0.119374 0.111782 1.068 0.292666
## Ventura.l6 -1.166873 0.418209 -2.790 0.008372 **
## SanJoaquin.l6 -0.804432 0.383840 -2.096 0.043199 *
## SanMateo.l6 -0.397835 0.114119 -3.486 0.001309 **
## Stanislaus.l6 -0.330422 0.549942 -0.601 0.551717
## Sonoma.l6 1.084690 0.254863 4.256 0.000142 ***
## Tulare.l6 0.122354 0.755396 0.162 0.872232
## Solano.l6 0.333948 0.281881 1.185 0.243894
## SantaBarbara.l6 -0.009448 0.295598 -0.032 0.974679
## Monterey.l6 -0.054100 0.172313 -0.314 0.755363
## Placer.l6 -0.496504 0.422935 -1.174 0.248124
## SanLuisObispo.l6 0.394361 0.253890 1.553 0.129105
## SantaCruz.l6 0.319827 0.099240 3.223 0.002697 **
## Marin.l6 0.083900 0.100983 0.831 0.411541
## Butte.l6 -0.989675 0.423139 -2.339 0.025010 *
## Yolo.l6 -0.231391 0.407234 -0.568 0.573426
## ElDorado.l6 -0.270580 0.287450 -0.941 0.352819
## Shasta.l6 0.462718 0.489438 0.945 0.350754
## Madera.l6 -1.809500 0.654969 -2.763 0.008972 **
## Kings.l6 0.702839 0.406625 1.728 0.092474 .
## Napa.l6 -0.177232 0.244676 -0.724 0.473529
## Humboldt.l6 0.147532 0.227476 0.649 0.520737
## Sutter.l6 0.709996 0.575769 1.233 0.225520
## Mendocino.l6 0.193082 0.130902 1.475 0.148903
## SanBenito.l6 -0.247814 0.190522 -1.301 0.201622
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 294.6 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 4.141e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Placer:
## =======================================
## Placer = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.384213 0.089793 4.279 0.000133 ***
## SanDiego.l1 0.206181 0.188378 1.095 0.281002
## Orange.l1 -0.043541 0.124201 -0.351 0.727955
## Riverside.l1 0.082279 0.311066 0.265 0.792897
## SanBernadino.l1 -0.667020 0.166486 -4.006 0.000296 ***
## SantaClara.l1 -0.033549 0.038884 -0.863 0.393960
## Alameda.l1 -0.042863 0.130796 -0.328 0.745030
## Sacramento.l1 0.552207 0.359867 1.534 0.133656
## Fresno.l1 -0.025341 0.237897 -0.107 0.915761
## Kern.l1 -0.382066 0.197596 -1.934 0.061059 .
## SanFrancisco.l1 -0.057304 0.042491 -1.349 0.185888
## Ventura.l1 0.345369 0.119170 2.898 0.006354 **
## SanJoaquin.l1 0.224632 0.156228 1.438 0.159115
## SanMateo.l1 -0.030200 0.060447 -0.500 0.620393
## Stanislaus.l1 0.241338 0.208829 1.156 0.255428
## Sonoma.l1 -0.020463 0.108351 -0.189 0.851263
## Tulare.l1 1.108494 0.365600 3.032 0.004484 **
## Solano.l1 -0.347008 0.176977 -1.961 0.057681 .
## SantaBarbara.l1 0.029575 0.096691 0.306 0.761466
## Monterey.l1 -0.059495 0.131815 -0.451 0.654445
## Placer.l1 0.198148 0.292068 0.678 0.501837
## SanLuisObispo.l1 -0.199824 0.129181 -1.547 0.130645
## SantaCruz.l1 0.129035 0.070097 1.841 0.073903 .
## Marin.l1 -0.046772 0.064188 -0.729 0.470917
## Butte.l1 0.218988 0.214540 1.021 0.314191
## Yolo.l1 0.198007 0.154643 1.280 0.208587
## ElDorado.l1 -0.362634 0.159894 -2.268 0.029430 *
## Shasta.l1 -0.213421 0.254311 -0.839 0.406890
## Madera.l1 0.771361 0.371131 2.078 0.044860 *
## Kings.l1 -0.089979 0.148639 -0.605 0.548745
## Napa.l1 0.131329 0.095695 1.372 0.178442
## Humboldt.l1 -0.352028 0.096597 -3.644 0.000839 ***
## Sutter.l1 -1.491668 0.228603 -6.525 1.39e-07 ***
## Mendocino.l1 0.091236 0.055016 1.658 0.105934
## SanBenito.l1 0.565380 0.146045 3.871 0.000438 ***
## LosAngeles.l2 -0.112935 0.088147 -1.281 0.208308
## SanDiego.l2 0.232399 0.189097 1.229 0.227046
## Orange.l2 -0.073895 0.130303 -0.567 0.574164
## Riverside.l2 0.036727 0.292286 0.126 0.900703
## SanBernadino.l2 0.163264 0.153808 1.061 0.295542
## SantaClara.l2 -0.185547 0.062709 -2.959 0.005430 **
## Alameda.l2 0.479361 0.131287 3.651 0.000823 ***
## Sacramento.l2 -1.703469 0.330485 -5.154 9.36e-06 ***
## Fresno.l2 1.068506 0.431432 2.477 0.018096 *
## Kern.l2 0.487909 0.296803 1.644 0.108907
## SanFrancisco.l2 0.008577 0.068422 0.125 0.900936
## Ventura.l2 -0.944178 0.196890 -4.795 2.80e-05 ***
## SanJoaquin.l2 -0.788496 0.226232 -3.485 0.001312 **
## SanMateo.l2 0.062173 0.077409 0.803 0.427145
## Stanislaus.l2 0.590982 0.228477 2.587 0.013882 *
## Sonoma.l2 0.296925 0.124950 2.376 0.022925 *
## Tulare.l2 -0.780189 0.445614 -1.751 0.088495 .
## Solano.l2 -0.070757 0.196244 -0.361 0.720538
## SantaBarbara.l2 0.104802 0.113464 0.924 0.361812
## Monterey.l2 0.014411 0.130339 0.111 0.912572
## Placer.l2 1.140873 0.298045 3.828 0.000497 ***
## SanLuisObispo.l2 0.023425 0.136877 0.171 0.865071
## SantaCruz.l2 -0.102564 0.089378 -1.148 0.258729
## Marin.l2 -0.146144 0.082591 -1.769 0.085283 .
## Butte.l2 -0.195050 0.238383 -0.818 0.418614
## Yolo.l2 0.716162 0.187236 3.825 0.000501 ***
## ElDorado.l2 0.086120 0.154700 0.557 0.581182
## Shasta.l2 -0.593094 0.299635 -1.979 0.055459 .
## Madera.l2 0.155735 0.377016 0.413 0.682003
## Kings.l2 -0.281293 0.251195 -1.120 0.270205
## Napa.l2 -0.098485 0.104962 -0.938 0.354348
## Humboldt.l2 -0.168259 0.132967 -1.265 0.213850
## Sutter.l2 0.204671 0.366945 0.558 0.580454
## Mendocino.l2 0.038950 0.070943 0.549 0.586370
## SanBenito.l2 0.166552 0.144266 1.154 0.255911
## LosAngeles.l3 0.171242 0.113306 1.511 0.139437
## SanDiego.l3 -0.461863 0.178954 -2.581 0.014076 *
## Orange.l3 0.193341 0.114490 1.689 0.099918 .
## Riverside.l3 -0.511029 0.207701 -2.460 0.018809 *
## SanBernadino.l3 0.031692 0.168385 0.188 0.851767
## SantaClara.l3 0.132199 0.054613 2.421 0.020665 *
## Alameda.l3 0.060173 0.130815 0.460 0.648295
## Sacramento.l3 0.364472 0.276202 1.320 0.195305
## Fresno.l3 0.082486 0.375069 0.220 0.827175
## Kern.l3 -0.142975 0.294901 -0.485 0.630738
## SanFrancisco.l3 -0.064213 0.066889 -0.960 0.343459
## Ventura.l3 -0.026856 0.186312 -0.144 0.886189
## SanJoaquin.l3 0.183573 0.240858 0.762 0.450927
## SanMateo.l3 -0.165777 0.058143 -2.851 0.007168 **
## Stanislaus.l3 -0.339721 0.272126 -1.248 0.219944
## Sonoma.l3 -0.035391 0.131434 -0.269 0.789261
## Tulare.l3 -0.493524 0.357897 -1.379 0.176416
## Solano.l3 -0.468459 0.276438 -1.695 0.098782 .
## SantaBarbara.l3 -0.250950 0.111467 -2.251 0.030563 *
## Monterey.l3 0.235817 0.150081 1.571 0.124871
## Placer.l3 -0.654453 0.169272 -3.866 0.000445 ***
## SanLuisObispo.l3 0.246525 0.173464 1.421 0.163867
## SantaCruz.l3 0.045766 0.073483 0.623 0.537335
## Marin.l3 0.242918 0.090587 2.682 0.010989 *
## Butte.l3 -0.601181 0.197724 -3.041 0.004385 **
## Yolo.l3 -0.343943 0.190104 -1.809 0.078770 .
## ElDorado.l3 0.214238 0.153436 1.396 0.171184
## Shasta.l3 0.411586 0.250040 1.646 0.108452
## Madera.l3 0.428402 0.344118 1.245 0.221202
## Kings.l3 0.086391 0.251305 0.344 0.733020
## Napa.l3 0.132771 0.116498 1.140 0.261946
## Humboldt.l3 0.357689 0.130378 2.743 0.009417 **
## Sutter.l3 -0.511283 0.421381 -1.213 0.232898
## Mendocino.l3 -0.186718 0.064018 -2.917 0.006058 **
## SanBenito.l3 -0.128983 0.173663 -0.743 0.462469
## LosAngeles.l4 0.033762 0.100787 0.335 0.739584
## SanDiego.l4 -0.606624 0.191845 -3.162 0.003175 **
## Orange.l4 -0.146981 0.099562 -1.476 0.148564
## Riverside.l4 -0.029024 0.301808 -0.096 0.923921
## SanBernadino.l4 -0.215257 0.185422 -1.161 0.253320
## SantaClara.l4 -0.076115 0.059779 -1.273 0.211084
## Alameda.l4 -0.019053 0.107231 -0.178 0.859967
## Sacramento.l4 -0.070814 0.227000 -0.312 0.756873
## Fresno.l4 -0.910574 0.266931 -3.411 0.001611 **
## Kern.l4 -0.482736 0.251871 -1.917 0.063254 .
## SanFrancisco.l4 -0.098638 0.059116 -1.669 0.103881
## Ventura.l4 0.635806 0.186580 3.408 0.001627 **
## SanJoaquin.l4 0.061891 0.246408 0.251 0.803108
## SanMateo.l4 0.099451 0.053337 1.865 0.070413 .
## Stanislaus.l4 0.765898 0.213906 3.581 0.001005 **
## Sonoma.l4 -0.047947 0.111453 -0.430 0.669616
## Tulare.l4 -0.123779 0.363667 -0.340 0.735561
## Solano.l4 0.650549 0.214335 3.035 0.004447 **
## SantaBarbara.l4 0.069906 0.148141 0.472 0.639853
## Monterey.l4 0.250957 0.120330 2.086 0.044167 *
## Placer.l4 0.235554 0.205613 1.146 0.259513
## SanLuisObispo.l4 -0.404875 0.175632 -2.305 0.027026 *
## SantaCruz.l4 0.001709 0.065681 0.026 0.979390
## Marin.l4 -0.164062 0.067247 -2.440 0.019755 *
## Butte.l4 0.884306 0.200202 4.417 8.78e-05 ***
## Yolo.l4 0.681065 0.272606 2.498 0.017182 *
## ElDorado.l4 0.054056 0.141598 0.382 0.704886
## Shasta.l4 0.577610 0.273276 2.114 0.041541 *
## Madera.l4 -0.233164 0.380781 -0.612 0.544168
## Kings.l4 -0.347919 0.272856 -1.275 0.210441
## Napa.l4 0.154923 0.109031 1.421 0.163950
## Humboldt.l4 -0.051899 0.106519 -0.487 0.629048
## Sutter.l4 0.842797 0.438020 1.924 0.062275 .
## Mendocino.l4 0.263898 0.081480 3.239 0.002582 **
## SanBenito.l4 -0.278353 0.183872 -1.514 0.138796
## LosAngeles.l5 -0.155298 0.091269 -1.702 0.097464 .
## SanDiego.l5 0.756649 0.170529 4.437 8.27e-05 ***
## Orange.l5 0.027590 0.101921 0.271 0.788171
## Riverside.l5 0.560706 0.226006 2.481 0.017912 *
## SanBernadino.l5 0.069594 0.177462 0.392 0.697249
## SantaClara.l5 0.087006 0.059848 1.454 0.154668
## Alameda.l5 -0.068847 0.091042 -0.756 0.454440
## Sacramento.l5 -0.022357 0.264489 -0.085 0.933104
## Fresno.l5 -0.685936 0.348200 -1.970 0.056575 .
## Kern.l5 0.005670 0.305303 0.019 0.985286
## SanFrancisco.l5 0.041841 0.053277 0.785 0.437385
## Ventura.l5 -0.445172 0.139925 -3.182 0.003013 **
## SanJoaquin.l5 0.168537 0.241710 0.697 0.490112
## SanMateo.l5 0.252445 0.069174 3.649 0.000827 ***
## Stanislaus.l5 -0.986947 0.213959 -4.613 4.87e-05 ***
## Sonoma.l5 -0.450286 0.125283 -3.594 0.000967 ***
## Tulare.l5 -0.537267 0.476563 -1.127 0.267041
## Solano.l5 -0.161854 0.202905 -0.798 0.430285
## SantaBarbara.l5 -0.017776 0.133659 -0.133 0.894937
## Monterey.l5 -0.115868 0.101617 -1.140 0.261717
## Placer.l5 0.090511 0.179351 0.505 0.616874
## SanLuisObispo.l5 0.408740 0.158557 2.578 0.014181 *
## SantaCruz.l5 -0.139464 0.055453 -2.515 0.016510 *
## Marin.l5 -0.160580 0.052958 -3.032 0.004482 **
## Butte.l5 0.483641 0.308804 1.566 0.126057
## Yolo.l5 -0.384635 0.266937 -1.441 0.158249
## ElDorado.l5 -0.163763 0.180632 -0.907 0.370640
## Shasta.l5 0.055630 0.272337 0.204 0.839295
## Madera.l5 0.355398 0.370254 0.960 0.343521
## Kings.l5 0.224680 0.253305 0.887 0.380969
## Napa.l5 -0.107482 0.105536 -1.018 0.315266
## Humboldt.l5 -0.235089 0.107552 -2.186 0.035415 *
## Sutter.l5 -0.352098 0.308980 -1.140 0.261999
## Mendocino.l5 -0.078116 0.092983 -0.840 0.406388
## SanBenito.l5 0.518918 0.189370 2.740 0.009494 **
## LosAngeles.l6 0.166227 0.094022 1.768 0.085542 .
## SanDiego.l6 0.444224 0.138227 3.214 0.002763 **
## Orange.l6 0.274437 0.094897 2.892 0.006456 **
## Riverside.l6 -0.700567 0.286750 -2.443 0.019596 *
## SanBernadino.l6 0.098984 0.194694 0.508 0.614269
## SantaClara.l6 -0.094248 0.039750 -2.371 0.023212 *
## Alameda.l6 -0.095548 0.080397 -1.188 0.242438
## Sacramento.l6 -0.263802 0.247378 -1.066 0.293347
## Fresno.l6 0.835448 0.262831 3.179 0.003037 **
## Kern.l6 -0.161429 0.258108 -0.625 0.535633
## SanFrancisco.l6 0.095117 0.058144 1.636 0.110580
## Ventura.l6 -0.397074 0.217534 -1.825 0.076255 .
## SanJoaquin.l6 -0.010373 0.199657 -0.052 0.958852
## SanMateo.l6 -0.168329 0.059360 -2.836 0.007456 **
## Stanislaus.l6 0.004270 0.286056 0.015 0.988174
## Sonoma.l6 0.227514 0.132569 1.716 0.094721 .
## Tulare.l6 0.430133 0.392924 1.095 0.280919
## Solano.l6 0.607926 0.146622 4.146 0.000196 ***
## SantaBarbara.l6 -0.080704 0.153757 -0.525 0.602882
## Monterey.l6 -0.054608 0.089630 -0.609 0.546180
## Placer.l6 0.550806 0.219992 2.504 0.016961 *
## SanLuisObispo.l6 0.083296 0.132062 0.631 0.532197
## SantaCruz.l6 0.220653 0.051620 4.275 0.000134 ***
## Marin.l6 -0.127521 0.052527 -2.428 0.020322 *
## Butte.l6 -0.818655 0.220098 -3.719 0.000678 ***
## Yolo.l6 -0.848073 0.211825 -4.004 0.000298 ***
## ElDorado.l6 -0.225244 0.149519 -1.506 0.140675
## Shasta.l6 1.003145 0.254584 3.940 0.000359 ***
## Madera.l6 -0.525197 0.340686 -1.542 0.131920
## Kings.l6 0.246624 0.211509 1.166 0.251272
## Napa.l6 -0.066128 0.127269 -0.520 0.606529
## Humboldt.l6 -0.019364 0.118323 -0.164 0.870916
## Sutter.l6 0.173115 0.299490 0.578 0.566840
## Mendocino.l6 0.096948 0.068090 1.424 0.163105
## SanBenito.l6 -0.218447 0.099101 -2.204 0.033983 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 153.2 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 1.147e+07 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation SanLuisObispo:
## ==============================================
## SanLuisObispo = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.669688 0.170538 3.927 0.000373 ***
## SanDiego.l1 1.087524 0.357776 3.040 0.004395 **
## Orange.l1 0.149270 0.235889 0.633 0.530865
## Riverside.l1 -1.504918 0.590793 -2.547 0.015273 *
## SanBernadino.l1 -0.800368 0.316198 -2.531 0.015877 *
## SantaClara.l1 -0.099004 0.073850 -1.341 0.188446
## Alameda.l1 0.467046 0.248414 1.880 0.068204 .
## Sacramento.l1 -0.060970 0.683478 -0.089 0.929413
## Fresno.l1 0.944319 0.451826 2.090 0.043743 *
## Kern.l1 -0.037601 0.375285 -0.100 0.920746
## SanFrancisco.l1 -0.224910 0.080702 -2.787 0.008440 **
## Ventura.l1 -1.227432 0.226333 -5.423 4.10e-06 ***
## SanJoaquin.l1 0.421898 0.296717 1.422 0.163665
## SanMateo.l1 -0.326976 0.114804 -2.848 0.007224 **
## Stanislaus.l1 0.701147 0.396618 1.768 0.085567 .
## Sonoma.l1 -0.112697 0.205785 -0.548 0.587317
## Tulare.l1 -0.209528 0.694365 -0.302 0.764575
## Solano.l1 -0.719859 0.336124 -2.142 0.039062 *
## SantaBarbara.l1 -0.064038 0.183640 -0.349 0.729334
## Monterey.l1 -0.032946 0.250349 -0.132 0.896032
## Placer.l1 0.191414 0.554709 0.345 0.732049
## SanLuisObispo.l1 0.502682 0.245346 2.049 0.047819 *
## SantaCruz.l1 0.090375 0.133131 0.679 0.501579
## Marin.l1 0.117670 0.121908 0.965 0.340868
## Butte.l1 0.804289 0.407464 1.974 0.056106 .
## Yolo.l1 -0.218124 0.293705 -0.743 0.462505
## ElDorado.l1 -0.556208 0.303679 -1.832 0.075301 .
## Shasta.l1 -0.675440 0.483001 -1.398 0.170541
## Madera.l1 0.915029 0.704871 1.298 0.202491
## Kings.l1 -0.532426 0.282303 -1.886 0.067382 .
## Napa.l1 0.419845 0.181749 2.310 0.026731 *
## Humboldt.l1 0.065009 0.183463 0.354 0.725148
## Sutter.l1 -1.964858 0.434174 -4.526 6.34e-05 ***
## Mendocino.l1 0.042384 0.104489 0.406 0.687412
## SanBenito.l1 1.042986 0.277375 3.760 0.000603 ***
## LosAngeles.l2 0.257392 0.167412 1.537 0.132921
## SanDiego.l2 1.078907 0.359142 3.004 0.004825 **
## Orange.l2 -0.057405 0.247479 -0.232 0.817882
## Riverside.l2 -1.081737 0.555123 -1.949 0.059165 .
## SanBernadino.l2 0.417741 0.292120 1.430 0.161331
## SantaClara.l2 -0.392099 0.119100 -3.292 0.002234 **
## Alameda.l2 0.870300 0.249347 3.490 0.001293 **
## Sacramento.l2 -0.843662 0.627672 -1.344 0.187322
## Fresno.l2 0.463770 0.819397 0.566 0.574912
## Kern.l2 0.531324 0.563703 0.943 0.352189
## SanFrancisco.l2 -0.222999 0.129950 -1.716 0.094750 .
## Ventura.l2 -0.740514 0.373944 -1.980 0.055354 .
## SanJoaquin.l2 -0.647860 0.429671 -1.508 0.140331
## SanMateo.l2 -0.275010 0.147019 -1.871 0.069551 .
## Stanislaus.l2 1.501984 0.433935 3.461 0.001402 **
## Sonoma.l2 0.373459 0.237310 1.574 0.124302
## Tulare.l2 -0.017903 0.846331 -0.021 0.983239
## Solano.l2 -0.021481 0.372716 -0.058 0.954360
## SantaBarbara.l2 0.273916 0.215496 1.271 0.211847
## Monterey.l2 -0.628864 0.247546 -2.540 0.015529 *
## Placer.l2 0.688483 0.566061 1.216 0.231797
## SanLuisObispo.l2 -0.603291 0.259964 -2.321 0.026084 *
## SantaCruz.l2 0.017539 0.169751 0.103 0.918283
## Marin.l2 -0.149781 0.156861 -0.955 0.346014
## Butte.l2 -0.882813 0.452748 -1.950 0.059010 .
## Yolo.l2 0.512776 0.355607 1.442 0.157954
## ElDorado.l2 0.472842 0.293813 1.609 0.116280
## Shasta.l2 -0.211600 0.569082 -0.372 0.712201
## Madera.l2 0.919620 0.716047 1.284 0.207240
## Kings.l2 -0.434502 0.477081 -0.911 0.368485
## Napa.l2 0.115121 0.199350 0.577 0.567208
## Humboldt.l2 0.127235 0.252538 0.504 0.617453
## Sutter.l2 -0.304723 0.696921 -0.437 0.664547
## Mendocino.l2 0.131218 0.134738 0.974 0.336617
## SanBenito.l2 -0.005427 0.273998 -0.020 0.984306
## LosAngeles.l3 -0.200115 0.215197 -0.930 0.358608
## SanDiego.l3 -0.298378 0.339878 -0.878 0.385821
## Orange.l3 0.358577 0.217445 1.649 0.107838
## Riverside.l3 0.323477 0.394476 0.820 0.417603
## SanBernadino.l3 -0.779466 0.319805 -2.437 0.019867 *
## SantaClara.l3 0.323149 0.103724 3.115 0.003596 **
## Alameda.l3 0.279309 0.248450 1.124 0.268367
## Sacramento.l3 0.145216 0.524576 0.277 0.783497
## Fresno.l3 0.022924 0.712349 0.032 0.974505
## Kern.l3 -1.269116 0.560090 -2.266 0.029568 *
## SanFrancisco.l3 0.284745 0.127038 2.241 0.031258 *
## Ventura.l3 -0.477198 0.353853 -1.349 0.185896
## SanJoaquin.l3 -0.284810 0.457449 -0.623 0.537468
## SanMateo.l3 -0.108818 0.110427 -0.985 0.330991
## Stanislaus.l3 -0.189165 0.516835 -0.366 0.716502
## Sonoma.l3 -0.033099 0.249626 -0.133 0.895251
## Tulare.l3 0.189536 0.679736 0.279 0.781965
## Solano.l3 -0.024280 0.525025 -0.046 0.963371
## SantaBarbara.l3 0.165309 0.211703 0.781 0.439994
## Monterey.l3 0.267908 0.285041 0.940 0.353538
## Placer.l3 -0.284804 0.321489 -0.886 0.381556
## SanLuisObispo.l3 0.349333 0.329451 1.060 0.296048
## SantaCruz.l3 -0.316306 0.139563 -2.266 0.029535 *
## Marin.l3 0.048775 0.172047 0.284 0.778417
## Butte.l3 -0.395802 0.375527 -1.054 0.298910
## Yolo.l3 -0.043823 0.361054 -0.121 0.904070
## ElDorado.l3 0.009735 0.291413 0.033 0.973534
## Shasta.l3 1.337374 0.474889 2.816 0.007837 **
## Madera.l3 0.694515 0.653567 1.063 0.295016
## Kings.l3 -0.582142 0.477290 -1.220 0.230516
## Napa.l3 -0.626962 0.221259 -2.834 0.007497 **
## Humboldt.l3 0.378213 0.247620 1.527 0.135403
## Sutter.l3 -0.203152 0.800308 -0.254 0.801062
## Mendocino.l3 -0.011789 0.121586 -0.097 0.923297
## SanBenito.l3 -0.453159 0.329829 -1.374 0.177961
## LosAngeles.l4 0.073277 0.191420 0.383 0.704115
## SanDiego.l4 -0.747750 0.364361 -2.052 0.047474 *
## Orange.l4 0.218974 0.189093 1.158 0.254479
## Riverside.l4 -0.361686 0.573208 -0.631 0.532036
## SanBernadino.l4 -0.594637 0.352162 -1.689 0.099955 .
## SantaClara.l4 -0.065740 0.113535 -0.579 0.566179
## Alameda.l4 0.117876 0.203658 0.579 0.566333
## Sacramento.l4 -1.126144 0.431129 -2.612 0.013044 *
## Fresno.l4 -2.245253 0.506969 -4.429 8.48e-05 ***
## Kern.l4 -0.272288 0.478365 -0.569 0.572752
## SanFrancisco.l4 -0.104191 0.112275 -0.928 0.359592
## Ventura.l4 -0.141384 0.354362 -0.399 0.692264
## SanJoaquin.l4 1.208573 0.467991 2.582 0.014023 *
## SanMateo.l4 0.054546 0.101301 0.538 0.593577
## Stanislaus.l4 0.963712 0.406261 2.372 0.023151 *
## Sonoma.l4 -0.274100 0.211677 -1.295 0.203600
## Tulare.l4 1.402540 0.690694 2.031 0.049730 *
## Solano.l4 1.035398 0.407075 2.544 0.015413 *
## SantaBarbara.l4 0.424936 0.281356 1.510 0.139692
## Monterey.l4 -0.006422 0.228537 -0.028 0.977736
## Placer.l4 0.465419 0.390511 1.192 0.241129
## SanLuisObispo.l4 -0.346071 0.333569 -1.037 0.306432
## SantaCruz.l4 0.374885 0.124745 3.005 0.004811 **
## Marin.l4 -0.184990 0.127718 -1.448 0.156154
## Butte.l4 0.308883 0.380234 0.812 0.421930
## Yolo.l4 -1.143871 0.517748 -2.209 0.033601 *
## ElDorado.l4 0.112809 0.268929 0.419 0.677363
## Shasta.l4 0.896469 0.519020 1.727 0.092698 .
## Madera.l4 -1.022162 0.723198 -1.413 0.166130
## Kings.l4 -0.115815 0.518222 -0.223 0.824421
## Napa.l4 0.069109 0.207078 0.334 0.740517
## Humboldt.l4 0.421755 0.202306 2.085 0.044247 *
## Sutter.l4 1.021615 0.831909 1.228 0.227402
## Mendocino.l4 0.348138 0.154751 2.250 0.030679 *
## SanBenito.l4 -0.410807 0.349218 -1.176 0.247170
## LosAngeles.l5 -0.055136 0.173342 -0.318 0.752265
## SanDiego.l5 0.855942 0.323877 2.643 0.012096 *
## Orange.l5 0.358690 0.193574 1.853 0.072096 .
## Riverside.l5 1.567823 0.429242 3.653 0.000820 ***
## SanBernadino.l5 -0.876291 0.337045 -2.600 0.013438 *
## SantaClara.l5 -0.168239 0.113665 -1.480 0.147539
## Alameda.l5 -0.057883 0.172912 -0.335 0.739753
## Sacramento.l5 0.590063 0.502330 1.175 0.247846
## Fresno.l5 0.055704 0.661319 0.084 0.933339
## Kern.l5 0.359512 0.579846 0.620 0.539155
## SanFrancisco.l5 0.035486 0.101186 0.351 0.727860
## Ventura.l5 -0.422417 0.265753 -1.590 0.120690
## SanJoaquin.l5 -0.857226 0.459067 -1.867 0.070016 .
## SanMateo.l5 0.039179 0.131379 0.298 0.767257
## Stanislaus.l5 0.724366 0.406361 1.783 0.083092 .
## Sonoma.l5 0.474633 0.237944 1.995 0.053687 .
## Tulare.l5 -0.268916 0.905112 -0.297 0.768092
## Solano.l5 -0.283090 0.385367 -0.735 0.467342
## SantaBarbara.l5 0.263745 0.253851 1.039 0.305744
## Monterey.l5 -0.298757 0.192996 -1.548 0.130371
## Placer.l5 0.745966 0.340632 2.190 0.035090 *
## SanLuisObispo.l5 0.290163 0.301140 0.964 0.341700
## SantaCruz.l5 0.018098 0.105320 0.172 0.864526
## Marin.l5 -0.137129 0.100581 -1.363 0.181233
## Butte.l5 -1.251593 0.586496 -2.134 0.039724 *
## Yolo.l5 -0.692745 0.506980 -1.366 0.180283
## ElDorado.l5 -0.641311 0.343065 -1.869 0.069724 .
## Shasta.l5 0.834155 0.517237 1.613 0.115540
## Madera.l5 0.176402 0.703204 0.251 0.803353
## Kings.l5 -0.583398 0.481089 -1.213 0.233157
## Napa.l5 -0.070175 0.200439 -0.350 0.728299
## Humboldt.l5 0.193012 0.204268 0.945 0.351010
## Sutter.l5 -0.939947 0.586830 -1.602 0.117954
## Mendocino.l5 0.226502 0.176597 1.283 0.207832
## SanBenito.l5 0.230291 0.359661 0.640 0.526033
## LosAngeles.l6 -0.046568 0.178571 -0.261 0.795748
## SanDiego.l6 0.156131 0.262528 0.595 0.555749
## Orange.l6 0.630783 0.180232 3.500 0.001260 **
## Riverside.l6 -0.431866 0.544609 -0.793 0.432983
## SanBernadino.l6 0.422659 0.369772 1.143 0.260573
## SantaClara.l6 0.110926 0.075495 1.469 0.150433
## Alameda.l6 -0.436714 0.152694 -2.860 0.007007 **
## Sacramento.l6 -0.518093 0.469833 -1.103 0.277467
## Fresno.l6 -0.101954 0.499182 -0.204 0.839315
## Kern.l6 0.075352 0.490211 0.154 0.878694
## SanFrancisco.l6 0.324670 0.110430 2.940 0.005702 **
## Ventura.l6 -1.442062 0.413151 -3.490 0.001293 **
## SanJoaquin.l6 -0.547402 0.379198 -1.444 0.157504
## SanMateo.l6 -0.097615 0.112739 -0.866 0.392306
## Stanislaus.l6 -0.160567 0.543291 -0.296 0.769276
## Sonoma.l6 0.800509 0.251781 3.179 0.003031 **
## Tulare.l6 2.469244 0.746260 3.309 0.002134 **
## Solano.l6 0.179541 0.278472 0.645 0.523186
## SantaBarbara.l6 -0.745222 0.292022 -2.552 0.015102 *
## Monterey.l6 0.264134 0.170229 1.552 0.129498
## Placer.l6 0.129601 0.417820 0.310 0.758211
## SanLuisObispo.l6 -0.238949 0.250819 -0.953 0.347108
## SantaCruz.l6 -0.259733 0.098040 -2.649 0.011905 *
## Marin.l6 0.002050 0.099761 0.021 0.983719
## Butte.l6 -0.679190 0.418022 -1.625 0.112936
## Yolo.l6 0.666022 0.402309 1.655 0.106516
## ElDorado.l6 -0.079665 0.283973 -0.281 0.780670
## Shasta.l6 0.362025 0.483519 0.749 0.458885
## Madera.l6 -0.663809 0.647047 -1.026 0.311781
## Kings.l6 -0.115151 0.401708 -0.287 0.776021
## Napa.l6 0.250534 0.241716 1.036 0.306891
## Humboldt.l6 -0.120740 0.224725 -0.537 0.594379
## Sutter.l6 1.593471 0.568805 2.801 0.008136 **
## Mendocino.l6 0.252523 0.129319 1.953 0.058662 .
## SanBenito.l6 -0.069701 0.188218 -0.370 0.713312
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 291 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 4.408e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation SantaCruz:
## ==========================================
## SantaCruz = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 1.006996 0.294882 3.415 0.001595 **
## SanDiego.l1 -0.707499 0.618639 -1.144 0.260321
## Orange.l1 -0.233484 0.407881 -0.572 0.570587
## Riverside.l1 0.346608 1.021552 0.339 0.736358
## SanBernadino.l1 -0.455816 0.546745 -0.834 0.409953
## SantaClara.l1 -0.296668 0.127695 -2.323 0.025929 *
## Alameda.l1 0.382081 0.429539 0.890 0.379632
## Sacramento.l1 0.054412 1.181817 0.046 0.963532
## Fresno.l1 -0.835985 0.781262 -1.070 0.291722
## Kern.l1 0.576713 0.648913 0.889 0.380044
## SanFrancisco.l1 -0.666728 0.139543 -4.778 2.96e-05 ***
## Ventura.l1 -0.642696 0.391357 -1.642 0.109252
## SanJoaquin.l1 1.014163 0.513059 1.977 0.055775 .
## SanMateo.l1 0.095255 0.198511 0.480 0.634237
## Stanislaus.l1 -0.183833 0.685801 -0.268 0.790187
## Sonoma.l1 -0.507703 0.355828 -1.427 0.162247
## Tulare.l1 -0.478044 1.200642 -0.398 0.692866
## Solano.l1 -0.090442 0.581200 -0.156 0.877208
## SantaBarbara.l1 0.120946 0.317536 0.381 0.705524
## Monterey.l1 -0.213120 0.432885 -0.492 0.625479
## Placer.l1 0.378782 0.959160 0.395 0.695239
## SanLuisObispo.l1 -0.310870 0.424234 -0.733 0.468438
## SantaCruz.l1 0.762911 0.230200 3.314 0.002104 **
## Marin.l1 0.323267 0.210794 1.534 0.133879
## Butte.l1 -0.875067 0.704555 -1.242 0.222262
## Yolo.l1 0.692416 0.507851 1.363 0.181215
## ElDorado.l1 0.286769 0.525099 0.546 0.588350
## Shasta.l1 -0.958163 0.835167 -1.147 0.258837
## Madera.l1 2.632669 1.218808 2.160 0.037505 *
## Kings.l1 0.669997 0.488137 1.373 0.178381
## Napa.l1 -0.076631 0.314267 -0.244 0.808738
## Humboldt.l1 -0.410981 0.317229 -1.296 0.203382
## Sutter.l1 -3.592341 0.750739 -4.785 2.89e-05 ***
## Mendocino.l1 -0.115174 0.180674 -0.637 0.527854
## SanBenito.l1 2.869545 0.479615 5.983 7.32e-07 ***
## LosAngeles.l2 -0.141392 0.289476 -0.488 0.628201
## SanDiego.l2 2.325474 0.621000 3.745 0.000630 ***
## Orange.l2 -0.688692 0.427921 -1.609 0.116266
## Riverside.l2 -1.647177 0.959876 -1.716 0.094752 .
## SanBernadino.l2 0.007864 0.505112 0.016 0.987665
## SantaClara.l2 -0.133369 0.205938 -0.648 0.521341
## Alameda.l2 1.348990 0.431151 3.129 0.003470 **
## Sacramento.l2 -3.889686 1.085322 -3.584 0.000995 ***
## Fresno.l2 0.724770 1.416837 0.512 0.612096
## Kern.l2 1.322535 0.974711 1.357 0.183277
## SanFrancisco.l2 -0.246638 0.224699 -1.098 0.279651
## Ventura.l2 -1.334929 0.646594 -2.065 0.046227 *
## SanJoaquin.l2 -1.338391 0.742954 -1.801 0.080013 .
## SanMateo.l2 -0.138495 0.254213 -0.545 0.589251
## Stanislaus.l2 0.645755 0.750327 0.861 0.395137
## Sonoma.l2 0.639266 0.410339 1.558 0.128006
## Tulare.l2 -2.045590 1.463410 -1.398 0.170720
## Solano.l2 0.028579 0.644472 0.044 0.964874
## SantaBarbara.l2 0.299592 0.372619 0.804 0.426665
## Monterey.l2 -0.257896 0.428037 -0.603 0.550612
## Placer.l2 2.864909 0.978789 2.927 0.005898 **
## SanLuisObispo.l2 0.361093 0.449510 0.803 0.427071
## SantaCruz.l2 -0.610633 0.293519 -2.080 0.044667 *
## Marin.l2 -0.142267 0.271231 -0.525 0.603131
## Butte.l2 1.673654 0.782857 2.138 0.039387 *
## Yolo.l2 1.310236 0.614889 2.131 0.040002 *
## ElDorado.l2 -1.010132 0.508039 -1.988 0.054423 .
## Shasta.l2 -0.722504 0.984012 -0.734 0.467556
## Madera.l2 1.408717 1.238132 1.138 0.262730
## Kings.l2 0.730215 0.824931 0.885 0.381932
## Napa.l2 -0.312100 0.344700 -0.905 0.371260
## Humboldt.l2 -0.200656 0.436668 -0.460 0.648627
## Sutter.l2 1.231710 1.205061 1.022 0.313547
## Mendocino.l2 0.198203 0.232978 0.851 0.400539
## SanBenito.l2 -1.185649 0.473775 -2.503 0.017009 *
## LosAngeles.l3 0.084150 0.372102 0.226 0.822365
## SanDiego.l3 -0.927735 0.587691 -1.579 0.123173
## Orange.l3 1.204077 0.375988 3.202 0.002849 **
## Riverside.l3 -0.766806 0.682096 -1.124 0.268373
## SanBernadino.l3 0.108495 0.552982 0.196 0.845558
## SantaClara.l3 0.109471 0.179352 0.610 0.545449
## Alameda.l3 0.209513 0.429601 0.488 0.628725
## Sacramento.l3 0.325176 0.907056 0.358 0.722066
## Fresno.l3 0.398308 1.231739 0.323 0.748286
## Kern.l3 -1.266684 0.968464 -1.308 0.199187
## SanFrancisco.l3 0.286469 0.219665 1.304 0.200469
## Ventura.l3 -1.090073 0.611855 -1.782 0.083255 .
## SanJoaquin.l3 0.843133 0.790986 1.066 0.293554
## SanMateo.l3 -0.123871 0.190942 -0.649 0.520627
## Stanislaus.l3 -0.193965 0.893671 -0.217 0.829400
## Sonoma.l3 -0.415531 0.431633 -0.963 0.342123
## Tulare.l3 1.132096 1.175346 0.963 0.341872
## Solano.l3 -0.372422 0.907833 -0.410 0.684067
## SantaBarbara.l3 -0.472897 0.366061 -1.292 0.204640
## Monterey.l3 0.125871 0.492871 0.255 0.799880
## Placer.l3 -1.403493 0.555894 -2.525 0.016126 *
## SanLuisObispo.l3 -0.512600 0.569661 -0.900 0.374189
## SantaCruz.l3 -0.535670 0.241321 -2.220 0.032824 *
## Marin.l3 0.546749 0.297490 1.838 0.074345 .
## Butte.l3 -0.450208 0.649332 -0.693 0.492545
## Yolo.l3 -1.104977 0.624306 -1.770 0.085209 .
## ElDorado.l3 0.087739 0.503888 0.174 0.862743
## Shasta.l3 2.799551 0.821141 3.409 0.001619 **
## Madera.l3 -0.950270 1.130096 -0.841 0.405969
## Kings.l3 0.021432 0.825293 0.026 0.979426
## Napa.l3 0.379711 0.382584 0.992 0.327583
## Humboldt.l3 0.675405 0.428166 1.577 0.123442
## Sutter.l3 -1.307284 1.383831 -0.945 0.351117
## Mendocino.l3 -0.253352 0.210236 -1.205 0.236034
## SanBenito.l3 0.088552 0.570314 0.155 0.877476
## LosAngeles.l4 -0.555097 0.330989 -1.677 0.102189
## SanDiego.l4 -0.766951 0.630025 -1.217 0.231397
## Orange.l4 -0.282182 0.326965 -0.863 0.393831
## Riverside.l4 0.482501 0.991146 0.487 0.629343
## SanBernadino.l4 -0.538631 0.608932 -0.885 0.382268
## SantaClara.l4 0.120370 0.196316 0.613 0.543638
## Alameda.l4 -0.214051 0.352150 -0.608 0.547108
## Sacramento.l4 0.223110 0.745475 0.299 0.766443
## Fresno.l4 -3.111637 0.876611 -3.550 0.001096 **
## Kern.l4 -1.341644 0.827152 -1.622 0.113529
## SanFrancisco.l4 0.032099 0.194137 0.165 0.869598
## Ventura.l4 0.569820 0.612736 0.930 0.358586
## SanJoaquin.l4 1.480916 0.809213 1.830 0.075530 .
## SanMateo.l4 0.023236 0.175162 0.133 0.895207
## Stanislaus.l4 1.469717 0.702476 2.092 0.043535 *
## Sonoma.l4 -0.257921 0.366016 -0.705 0.485549
## Tulare.l4 -3.908680 1.194294 -3.273 0.002355 **
## Solano.l4 1.910326 0.703883 2.714 0.010138 *
## SantaBarbara.l4 0.429812 0.486499 0.883 0.382839
## Monterey.l4 0.192296 0.395168 0.487 0.629478
## Placer.l4 -0.041913 0.675240 -0.062 0.950849
## SanLuisObispo.l4 0.826112 0.576782 1.432 0.160691
## SantaCruz.l4 0.266443 0.215699 1.235 0.224738
## Marin.l4 -0.548742 0.220840 -2.485 0.017748 *
## Butte.l4 1.307874 0.657471 1.989 0.054313 .
## Yolo.l4 -0.254385 0.895249 -0.284 0.777923
## ElDorado.l4 0.753951 0.465012 1.621 0.113668
## Shasta.l4 0.937942 0.897449 1.045 0.302935
## Madera.l4 0.190798 1.250498 0.153 0.879583
## Kings.l4 1.033160 0.896069 1.153 0.256512
## Napa.l4 -0.561230 0.358063 -1.567 0.125768
## Humboldt.l4 0.239607 0.349812 0.685 0.497757
## Sutter.l4 1.563798 1.438473 1.087 0.284207
## Mendocino.l4 0.325152 0.267583 1.215 0.232220
## SanBenito.l4 -0.580375 0.603840 -0.961 0.342893
## LosAngeles.l5 -0.014481 0.299729 -0.048 0.961733
## SanDiego.l5 1.439915 0.560022 2.571 0.014413 *
## Orange.l5 0.514070 0.334713 1.536 0.133318
## Riverside.l5 1.132951 0.742211 1.526 0.135636
## SanBernadino.l5 -0.093475 0.582791 -0.160 0.873469
## SantaClara.l5 -0.150493 0.196542 -0.766 0.448844
## Alameda.l5 -0.119206 0.298985 -0.399 0.692469
## Sacramento.l5 -0.564042 0.868590 -0.649 0.520217
## Fresno.l5 -1.904849 1.143501 -1.666 0.104432
## Kern.l5 1.010918 1.002624 1.008 0.320053
## SanFrancisco.l5 -0.054987 0.174964 -0.314 0.755124
## Ventura.l5 -1.105698 0.459519 -2.406 0.021378 *
## SanJoaquin.l5 -1.086422 0.793783 -1.369 0.179585
## SanMateo.l5 0.443749 0.227171 1.953 0.058582 .
## Stanislaus.l5 -0.463285 0.702647 -0.659 0.513871
## Sonoma.l5 0.889893 0.411435 2.163 0.037267 *
## Tulare.l5 0.761891 1.565049 0.487 0.629340
## Solano.l5 0.246599 0.666347 0.370 0.713494
## SantaBarbara.l5 0.107075 0.438939 0.244 0.808663
## Monterey.l5 -0.745284 0.333714 -2.233 0.031836 *
## Placer.l5 1.544574 0.588994 2.622 0.012719 *
## SanLuisObispo.l5 0.674715 0.520708 1.296 0.203303
## SantaCruz.l5 -0.452102 0.182111 -2.483 0.017842 *
## Marin.l5 -0.381786 0.173917 -2.195 0.034679 *
## Butte.l5 0.288776 1.014124 0.285 0.777464
## Yolo.l5 -1.594121 0.876631 -1.818 0.077321 .
## ElDorado.l5 -0.591918 0.593200 -0.998 0.325018
## Shasta.l5 1.084906 0.894365 1.213 0.233012
## Madera.l5 -0.440296 1.215926 -0.362 0.719389
## Kings.l5 -0.333804 0.831862 -0.401 0.690591
## Napa.l5 -0.291959 0.346584 -0.842 0.405131
## Humboldt.l5 0.591093 0.353205 1.674 0.102895
## Sutter.l5 -1.128193 1.014700 -1.112 0.273573
## Mendocino.l5 -0.256174 0.305358 -0.839 0.407045
## SanBenito.l5 0.794139 0.621898 1.277 0.209792
## LosAngeles.l6 0.109136 0.308771 0.353 0.725811
## SanDiego.l6 0.681831 0.453943 1.502 0.141814
## Orange.l6 0.979908 0.311644 3.144 0.003329 **
## Riverside.l6 -0.541431 0.941696 -0.575 0.568899
## SanBernadino.l6 -0.726884 0.639381 -1.137 0.263110
## SantaClara.l6 -0.026346 0.130540 -0.202 0.841191
## Alameda.l6 -0.076523 0.264027 -0.290 0.773608
## Sacramento.l6 0.294985 0.812398 0.363 0.718651
## Fresno.l6 1.269097 0.863147 1.470 0.150164
## Kern.l6 1.229329 0.847635 1.450 0.155631
## SanFrancisco.l6 0.310806 0.190947 1.628 0.112309
## Ventura.l6 -1.930582 0.714389 -2.702 0.010435 *
## SanJoaquin.l6 -0.900860 0.655679 -1.374 0.177957
## SanMateo.l6 -0.608440 0.194940 -3.121 0.003541 **
## Stanislaus.l6 0.688196 0.939416 0.733 0.468558
## Sonoma.l6 0.699302 0.435360 1.606 0.116954
## Tulare.l6 1.775086 1.290374 1.376 0.177434
## Solano.l6 1.730994 0.481512 3.595 0.000965 ***
## SantaBarbara.l6 -0.184572 0.504942 -0.366 0.716855
## Monterey.l6 -0.479170 0.294347 -1.628 0.112267
## Placer.l6 -0.686871 0.722462 -0.951 0.348077
## SanLuisObispo.l6 -0.077896 0.433697 -0.180 0.858466
## SantaCruz.l6 0.331973 0.169523 1.958 0.057981 .
## Marin.l6 0.127144 0.172500 0.737 0.465857
## Butte.l6 -2.812618 0.722811 -3.891 0.000414 ***
## Yolo.l6 -0.647040 0.695641 -0.930 0.358496
## ElDorado.l6 -0.388223 0.491025 -0.791 0.434333
## Shasta.l6 1.633308 0.836063 1.954 0.058557 .
## Madera.l6 -0.850535 1.118824 -0.760 0.452083
## Kings.l6 0.281898 0.694601 0.406 0.687261
## Napa.l6 0.052062 0.417957 0.125 0.901562
## Humboldt.l6 0.336511 0.388577 0.866 0.392220
## Sutter.l6 0.807645 0.983534 0.821 0.416956
## Mendocino.l6 0.249746 0.223608 1.117 0.271440
## SanBenito.l6 -0.194716 0.325452 -0.598 0.553389
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 503.2 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 2.586e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Marin:
## ======================================
## Marin = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 1.7844884 0.4004718 4.456 7.81e-05 ***
## SanDiego.l1 0.5415251 0.8401586 0.645 0.523304
## Orange.l1 0.2086348 0.5539334 0.377 0.708650
## Riverside.l1 -2.0501663 1.3873463 -1.478 0.148168
## SanBernadino.l1 -2.1292612 0.7425213 -2.868 0.006873 **
## SantaClara.l1 -0.2192040 0.1734198 -1.264 0.214351
## Alameda.l1 0.2118292 0.5833464 0.363 0.718633
## Sacramento.l1 0.4078974 1.6049976 0.254 0.800832
## Fresno.l1 -0.0123271 1.0610141 -0.012 0.990794
## Kern.l1 -0.5312026 0.8812734 -0.603 0.550442
## SanFrancisco.l1 -0.7283670 0.1895099 -3.843 0.000475 ***
## Ventura.l1 -0.8359063 0.5314929 -1.573 0.124525
## SanJoaquin.l1 1.7018450 0.6967736 2.442 0.019627 *
## SanMateo.l1 -0.2162009 0.2695926 -0.802 0.427842
## Stanislaus.l1 1.4668962 0.9313700 1.575 0.124008
## Sonoma.l1 0.9381816 0.4832411 1.941 0.060064 .
## Tulare.l1 2.8491610 1.6305639 1.747 0.089104 .
## Solano.l1 -1.8469966 0.7893138 -2.340 0.024946 *
## SantaBarbara.l1 -0.3095887 0.4312380 -0.718 0.477448
## Monterey.l1 -0.0496064 0.5878907 -0.084 0.933222
## Placer.l1 -1.4687790 1.3026128 -1.128 0.266964
## SanLuisObispo.l1 -0.7341962 0.5761423 -1.274 0.210711
## SantaCruz.l1 1.2067552 0.3126291 3.860 0.000453 ***
## Marin.l1 0.8258011 0.2862747 2.885 0.006579 **
## Butte.l1 1.0669432 0.9568399 1.115 0.272209
## Yolo.l1 -0.8509290 0.6897012 -1.234 0.225285
## ElDorado.l1 -0.6094955 0.7131242 -0.855 0.398379
## Shasta.l1 -0.4545205 1.1342214 -0.401 0.690985
## Madera.l1 2.3672628 1.6552349 1.430 0.161291
## Kings.l1 -0.3635445 0.6629269 -0.548 0.586807
## Napa.l1 0.7723265 0.4267984 1.810 0.078717 .
## Humboldt.l1 -0.8735642 0.4308213 -2.028 0.050045 .
## Sutter.l1 -6.3590942 1.0195610 -6.237 3.35e-07 ***
## Mendocino.l1 0.2057164 0.2453689 0.838 0.407341
## SanBenito.l1 2.4726189 0.6513543 3.796 0.000544 ***
## LosAngeles.l2 -0.8306679 0.3931311 -2.113 0.041605 *
## SanDiego.l2 1.5051950 0.8433656 1.785 0.082731 .
## Orange.l2 -0.9235813 0.5811490 -1.589 0.120753
## Riverside.l2 1.4927940 1.3035848 1.145 0.259705
## SanBernadino.l2 0.1269529 0.6859805 0.185 0.854215
## SantaClara.l2 -0.6451227 0.2796794 -2.307 0.026939 *
## Alameda.l2 1.7889378 0.5855361 3.055 0.004218 **
## Sacramento.l2 -3.1485954 1.4739508 -2.136 0.039537 *
## Fresno.l2 4.8685175 1.9241731 2.530 0.015916 *
## Kern.l2 0.8668930 1.3237326 0.655 0.516704
## SanFrancisco.l2 -0.1728294 0.3051582 -0.566 0.574663
## Ventura.l2 -0.6750403 0.8781247 -0.769 0.447068
## SanJoaquin.l2 -3.3086293 1.0089887 -3.279 0.002314 **
## SanMateo.l2 0.1256657 0.3452413 0.364 0.717992
## Stanislaus.l2 1.8306946 1.0190018 1.797 0.080801 .
## Sonoma.l2 -0.0003194 0.5572711 -0.001 0.999546
## Tulare.l2 -3.3823263 1.9874224 -1.702 0.097403 .
## Solano.l2 1.4264551 0.8752422 1.630 0.111868
## SantaBarbara.l2 1.2244138 0.5060457 2.420 0.020717 *
## Monterey.l2 -1.0710972 0.5813066 -1.843 0.073640 .
## Placer.l2 1.5960536 1.3292708 1.201 0.237709
## SanLuisObispo.l2 -0.0166056 0.6104691 -0.027 0.978449
## SantaCruz.l2 -0.3213363 0.3986218 -0.806 0.425468
## Marin.l2 -0.7056576 0.3683529 -1.916 0.063371 .
## Butte.l2 -1.0637278 1.0631801 -1.001 0.323739
## Yolo.l2 2.4370502 0.8350658 2.918 0.006031 **
## ElDorado.l2 1.0210780 0.6899560 1.480 0.147594
## Shasta.l2 -2.7544639 1.3363636 -2.061 0.046567 *
## Madera.l2 3.8492161 1.6814778 2.289 0.028039 *
## Kings.l2 -1.5219533 1.1203197 -1.358 0.182758
## Napa.l2 -0.3636835 0.4681288 -0.777 0.442300
## Humboldt.l2 -0.0874634 0.5930292 -0.147 0.883572
## Sutter.l2 1.4754973 1.6365652 0.902 0.373272
## Mendocino.l2 0.2484179 0.3164025 0.785 0.437513
## SanBenito.l2 -2.0645238 0.6434233 -3.209 0.002801 **
## LosAngeles.l3 0.2737842 0.5053424 0.542 0.591308
## SanDiego.l3 -0.1446554 0.7981294 -0.181 0.857193
## Orange.l3 1.1611946 0.5106209 2.274 0.029023 *
## Riverside.l3 -0.6437709 0.9263393 -0.695 0.491540
## SanBernadino.l3 -1.4044113 0.7509924 -1.870 0.069622 .
## SantaClara.l3 0.8287920 0.2435731 3.403 0.001650 **
## Alameda.l3 0.3172132 0.5834308 0.544 0.589997
## Sacramento.l3 -0.0328012 1.2318517 -0.027 0.978904
## Fresno.l3 -1.3928226 1.6727959 -0.833 0.410542
## Kern.l3 -2.4631605 1.3152487 -1.873 0.069239 .
## SanFrancisco.l3 0.4357457 0.2983215 1.461 0.152783
## Ventura.l3 -0.9567224 0.8309460 -1.151 0.257172
## SanJoaquin.l3 1.1573197 1.0742190 1.077 0.288486
## SanMateo.l3 -0.3509576 0.2593145 -1.353 0.184364
## Stanislaus.l3 -0.6053391 1.2136737 -0.499 0.620978
## Sonoma.l3 -0.5284407 0.5861911 -0.901 0.373324
## Tulare.l3 0.7804294 1.5962096 0.489 0.627859
## Solano.l3 -2.4580154 1.2329063 -1.994 0.053806 .
## SantaBarbara.l3 0.0486229 0.4971385 0.098 0.922629
## Monterey.l3 -0.1197494 0.6693571 -0.179 0.859018
## Placer.l3 -0.6007046 0.7549464 -0.796 0.431427
## SanLuisObispo.l3 0.8254291 0.7736427 1.067 0.293103
## SantaCruz.l3 -0.3963181 0.3277330 -1.209 0.234441
## Marin.l3 0.0783949 0.4040145 0.194 0.847236
## Butte.l3 -0.5124842 0.8818420 -0.581 0.564759
## Yolo.l3 -0.8587429 0.8478557 -1.013 0.317895
## ElDorado.l3 -0.6028856 0.6843189 -0.881 0.384161
## Shasta.l3 2.5543061 1.1151721 2.291 0.027955 *
## Madera.l3 -0.0516874 1.5347573 -0.034 0.973320
## Kings.l3 -0.5369016 1.1208110 -0.479 0.634815
## Napa.l3 -0.1047865 0.5195787 -0.202 0.841305
## Humboldt.l3 1.2913587 0.5814818 2.221 0.032745 *
## Sutter.l3 -0.7274551 1.8793479 -0.387 0.700977
## Mendocino.l3 -0.3512297 0.2855172 -1.230 0.226618
## SanBenito.l3 0.2701741 0.7745306 0.349 0.729254
## LosAngeles.l4 -0.0323521 0.4495079 -0.072 0.943022
## SanDiego.l4 -2.5748388 0.8556218 -3.009 0.004759 **
## Orange.l4 -0.0596137 0.4440432 -0.134 0.893951
## Riverside.l4 1.1423758 1.3460523 0.849 0.401664
## SanBernadino.l4 -0.9262427 0.8269757 -1.120 0.270115
## SantaClara.l4 -0.7121631 0.2666128 -2.671 0.011278 *
## Alameda.l4 0.4469614 0.4782461 0.935 0.356229
## Sacramento.l4 -1.6249635 1.0124127 -1.605 0.117223
## Fresno.l4 -2.8716996 1.1905046 -2.412 0.021081 *
## Kern.l4 -0.8297922 1.1233356 -0.739 0.464887
## SanFrancisco.l4 -0.1551015 0.2636534 -0.588 0.560018
## Ventura.l4 0.8970549 0.8321423 1.078 0.288201
## SanJoaquin.l4 1.2096985 1.0989738 1.101 0.278310
## SanMateo.l4 0.0338780 0.2378833 0.142 0.887547
## Stanislaus.l4 3.4369941 0.9540158 3.603 0.000944 ***
## Sonoma.l4 -0.2362418 0.4970777 -0.475 0.637472
## Tulare.l4 -2.2468615 1.6219424 -1.385 0.174488
## Solano.l4 3.0386651 0.9559264 3.179 0.003036 **
## SantaBarbara.l4 0.7061644 0.6607028 1.069 0.292271
## Monterey.l4 1.2909686 0.5366679 2.406 0.021412 *
## Placer.l4 1.0580840 0.9170281 1.154 0.256177
## SanLuisObispo.l4 0.6279033 0.7833139 0.802 0.428045
## SantaCruz.l4 0.2344082 0.2929363 0.800 0.428843
## Marin.l4 -0.4078815 0.2999183 -1.360 0.182294
## Butte.l4 -0.2935377 0.8928956 -0.329 0.744251
## Yolo.l4 -1.5351015 1.2158164 -1.263 0.214847
## ElDorado.l4 0.9735476 0.6315217 1.542 0.131919
## Shasta.l4 2.4286738 1.2188044 1.993 0.053921 .
## Madera.l4 -4.2362210 1.6982722 -2.494 0.017344 *
## Kings.l4 0.4301653 1.2169299 0.353 0.725787
## Napa.l4 0.3216030 0.4862764 0.661 0.512593
## Humboldt.l4 0.3695438 0.4750718 0.778 0.441728
## Sutter.l4 4.9424928 1.9535560 2.530 0.015924 *
## Mendocino.l4 1.2427799 0.3633982 3.420 0.001573 **
## SanBenito.l4 -1.6010633 0.8200614 -1.952 0.058705 .
## LosAngeles.l5 0.0520499 0.4070549 0.128 0.898964
## SanDiego.l5 0.8676088 0.7605529 1.141 0.261502
## Orange.l5 0.0673543 0.4545660 0.148 0.883033
## Riverside.l5 2.6663510 1.0079800 2.645 0.012024 *
## SanBernadino.l5 -0.6289795 0.7914753 -0.795 0.432000
## SantaClara.l5 -0.0802840 0.2669184 -0.301 0.765312
## Alameda.l5 -0.0072185 0.4060449 -0.018 0.985914
## Sacramento.l5 1.1423694 1.1796116 0.968 0.339292
## Fresno.l5 -3.5214742 1.5529621 -2.268 0.029456 *
## Kern.l5 2.5658542 1.3616405 1.884 0.067608 .
## SanFrancisco.l5 -0.0623292 0.2376140 -0.262 0.794576
## Ventura.l5 -1.1643457 0.6240615 -1.866 0.070241 .
## SanJoaquin.l5 -1.7135536 1.0780186 -1.590 0.120683
## SanMateo.l5 0.7118326 0.3085156 2.307 0.026900 *
## Stanislaus.l5 -1.6418329 0.9542486 -1.721 0.093919 .
## Sonoma.l5 0.0596623 0.5587601 0.107 0.915559
## Tulare.l5 0.2266032 2.1254564 0.107 0.915687
## Solano.l5 -0.5609659 0.9049505 -0.620 0.539237
## SantaBarbara.l5 0.2366651 0.5961133 0.397 0.693701
## Monterey.l5 -0.3166719 0.4532097 -0.699 0.489210
## Placer.l5 1.0034390 0.7998991 1.254 0.217760
## SanLuisObispo.l5 -0.0109707 0.7071612 -0.016 0.987708
## SantaCruz.l5 -0.3679925 0.2473205 -1.488 0.145481
## Marin.l5 -0.6032712 0.2361926 -2.554 0.015021 *
## Butte.l5 0.8063468 1.3772577 0.585 0.561882
## Yolo.l5 0.0684991 1.1905314 0.058 0.954436
## ElDorado.l5 -0.8051075 0.8056116 -0.999 0.324284
## Shasta.l5 -0.1843443 1.2146163 -0.152 0.880214
## Madera.l5 2.8253620 1.6513208 1.711 0.095692 .
## Kings.l5 -1.0455952 1.1297324 -0.926 0.360856
## Napa.l5 -0.0032568 0.4706876 -0.007 0.994517
## Humboldt.l5 -0.3581525 0.4796788 -0.747 0.460123
## Sutter.l5 -3.0575561 1.3780408 -2.219 0.032895 *
## Mendocino.l5 -0.4919474 0.4146991 -1.186 0.243284
## SanBenito.l5 1.2617696 0.8445856 1.494 0.143902
## LosAngeles.l6 1.1661746 0.4193352 2.781 0.008568 **
## SanDiego.l6 2.2638661 0.6164891 3.672 0.000775 ***
## Orange.l6 0.5867534 0.4232362 1.386 0.174167
## Riverside.l6 -3.6589683 1.2788951 -2.861 0.006990 **
## SanBernadino.l6 -0.1358772 0.8683288 -0.156 0.876528
## SantaClara.l6 -0.0373869 0.1772832 -0.211 0.834164
## Alameda.l6 -0.6110889 0.3585685 -1.704 0.096953 .
## Sacramento.l6 -0.6297967 1.1032991 -0.571 0.571661
## Fresno.l6 4.8102991 1.1722197 4.104 0.000223 ***
## Kern.l6 -0.9253287 1.1511538 -0.804 0.426773
## SanFrancisco.l6 0.7482904 0.2593205 2.886 0.006563 **
## Ventura.l6 -1.5033910 0.9701952 -1.550 0.129991
## SanJoaquin.l6 -0.8260864 0.8904620 -0.928 0.359739
## SanMateo.l6 -0.4245411 0.2647430 -1.604 0.117542
## Stanislaus.l6 1.3028514 1.2757988 1.021 0.313971
## Sonoma.l6 -0.0518576 0.5912517 -0.088 0.930595
## Tulare.l6 2.6372704 1.7524273 1.505 0.141068
## Solano.l6 1.1536749 0.6539298 1.764 0.086180 .
## SantaBarbara.l6 -1.6285998 0.6857505 -2.375 0.023002 *
## Monterey.l6 0.0997207 0.3997460 0.249 0.804423
## Placer.l6 1.1803866 0.9811586 1.203 0.236808
## SanLuisObispo.l6 0.0305255 0.5889937 0.052 0.958953
## SantaCruz.l6 -0.0498641 0.2302253 -0.217 0.829752
## Marin.l6 0.0321016 0.2342676 0.137 0.891771
## Butte.l6 -2.7116666 0.9816324 -2.762 0.008979 **
## Yolo.l6 -1.8274889 0.9447336 -1.934 0.060954 .
## ElDorado.l6 0.1169579 0.6668492 0.175 0.861757
## Shasta.l6 0.9397802 1.1354378 0.828 0.413304
## Madera.l6 -1.0980624 1.5194487 -0.723 0.474551
## Kings.l6 0.6140082 0.9433217 0.651 0.519244
## Napa.l6 0.1714376 0.5676180 0.302 0.764367
## Humboldt.l6 -0.4277582 0.5277169 -0.811 0.422932
## Sutter.l6 1.1859462 1.3357140 0.888 0.380502
## Mendocino.l6 1.1385149 0.3036772 3.749 0.000623 ***
## SanBenito.l6 -0.6279120 0.4419881 -1.421 0.164021
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 683.4 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 2.392e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Butte:
## ======================================
## Butte = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.1268750 0.0928205 1.367 0.180137
## SanDiego.l1 -0.0870376 0.1947301 -0.447 0.657578
## Orange.l1 0.0252870 0.1283895 0.197 0.844970
## Riverside.l1 0.8665092 0.3215561 2.695 0.010637 *
## SanBernadino.l1 -0.2944324 0.1721000 -1.711 0.095720 .
## SantaClara.l1 0.0578852 0.0401949 1.440 0.158475
## Alameda.l1 -0.0898709 0.1352068 -0.665 0.510483
## Sacramento.l1 0.7257092 0.3720029 1.951 0.058896 .
## Fresno.l1 0.3954866 0.2459195 1.608 0.116529
## Kern.l1 -0.0835945 0.2042596 -0.409 0.684777
## SanFrancisco.l1 -0.0537352 0.0439242 -1.223 0.229140
## Ventura.l1 0.1407395 0.1231883 1.142 0.260799
## SanJoaquin.l1 -0.1873329 0.1614967 -1.160 0.253692
## SanMateo.l1 -0.0555733 0.0624856 -0.889 0.379705
## Stanislaus.l1 -0.1570000 0.2158709 -0.727 0.471754
## Sonoma.l1 -0.0943989 0.1120046 -0.843 0.404898
## Tulare.l1 0.7713603 0.3779286 2.041 0.048632 *
## Solano.l1 -0.2878136 0.1829454 -1.573 0.124416
## SantaBarbara.l1 0.0305187 0.0999514 0.305 0.761869
## Monterey.l1 0.2585102 0.1362600 1.897 0.065848 .
## Placer.l1 -0.7498217 0.3019168 -2.484 0.017801 *
## SanLuisObispo.l1 0.0258578 0.1335370 0.194 0.847548
## SantaCruz.l1 -0.0082638 0.0724605 -0.114 0.909835
## Marin.l1 0.1658774 0.0663521 2.500 0.017116 *
## Butte.l1 0.5967831 0.2217743 2.691 0.010737 *
## Yolo.l1 -0.0078121 0.1598575 -0.049 0.961294
## ElDorado.l1 -0.1923059 0.1652864 -1.163 0.252292
## Shasta.l1 -0.1856153 0.2628874 -0.706 0.484693
## Madera.l1 -0.2267566 0.3836467 -0.591 0.558176
## Kings.l1 0.0047651 0.1536518 0.031 0.975431
## Napa.l1 -0.0847977 0.0989224 -0.857 0.396997
## Humboldt.l1 -0.2073204 0.0998548 -2.076 0.045073 *
## Sutter.l1 -0.6879195 0.2363116 -2.911 0.006146 **
## Mendocino.l1 0.1480595 0.0568711 2.603 0.013324 *
## SanBenito.l1 -0.0238823 0.1509695 -0.158 0.875189
## LosAngeles.l2 0.0093361 0.0911191 0.102 0.918960
## SanDiego.l2 0.1997022 0.1954734 1.022 0.313771
## Orange.l2 -0.2314198 0.1346975 -1.718 0.094375 .
## Riverside.l2 -0.4291515 0.3021421 -1.420 0.164105
## SanBernadino.l2 0.1674993 0.1589951 1.053 0.299137
## SantaClara.l2 -0.1332103 0.0648235 -2.055 0.047193 *
## Alameda.l2 0.3110965 0.1357143 2.292 0.027841 *
## Sacramento.l2 -0.8724540 0.3416291 -2.554 0.015034 *
## Fresno.l2 0.8165100 0.4459807 1.831 0.075415 .
## Kern.l2 0.2136969 0.3068119 0.697 0.490584
## SanFrancisco.l2 0.1764947 0.0707289 2.495 0.017305 *
## Ventura.l2 -0.2604281 0.2035298 -1.280 0.208886
## SanJoaquin.l2 -0.3590394 0.2338612 -1.535 0.133461
## SanMateo.l2 0.0089598 0.0800193 0.112 0.911469
## Stanislaus.l2 0.5279518 0.2361820 2.235 0.031688 *
## Sonoma.l2 0.0003255 0.1291631 0.003 0.998003
## Tulare.l2 -0.3127956 0.4606404 -0.679 0.501452
## Solano.l2 -0.1802728 0.2028617 -0.889 0.380091
## SantaBarbara.l2 0.1546934 0.1172902 1.319 0.195533
## Monterey.l2 0.0849301 0.1347340 0.630 0.532444
## Placer.l2 0.3970468 0.3080955 1.289 0.205718
## SanLuisObispo.l2 -0.0731865 0.1414932 -0.517 0.608150
## SantaCruz.l2 -0.0255902 0.0923917 -0.277 0.783383
## Marin.l2 -0.2676285 0.0853760 -3.135 0.003416 **
## Butte.l2 -0.1077091 0.2464216 -0.437 0.664655
## Yolo.l2 0.5883147 0.1935497 3.040 0.004395 **
## ElDorado.l2 -0.0483141 0.1599165 -0.302 0.764298
## Shasta.l2 -0.1075740 0.3097394 -0.347 0.730385
## Madera.l2 0.0281295 0.3897293 0.072 0.942861
## Kings.l2 -0.2979350 0.2596653 -1.147 0.258792
## Napa.l2 0.0908935 0.1085019 0.838 0.407719
## Humboldt.l2 -0.2406068 0.1374510 -1.750 0.088553 .
## Sutter.l2 0.4008612 0.3793195 1.057 0.297648
## Mendocino.l2 0.1187342 0.0733351 1.619 0.114162
## SanBenito.l2 0.2771940 0.1491313 1.859 0.071257 .
## LosAngeles.l3 -0.0179290 0.1171272 -0.153 0.879195
## SanDiego.l3 -0.0972561 0.1849887 -0.526 0.602292
## Orange.l3 0.0554994 0.1183506 0.469 0.641939
## Riverside.l3 0.0713079 0.2147049 0.332 0.741724
## SanBernadino.l3 -0.0700946 0.1740634 -0.403 0.689554
## SantaClara.l3 0.0469674 0.0564548 0.832 0.410924
## Alameda.l3 0.0977853 0.1352263 0.723 0.474277
## Sacramento.l3 0.6229050 0.2855159 2.182 0.035743 *
## Fresno.l3 0.4197004 0.3877170 1.082 0.286232
## Kern.l3 -0.8703278 0.3048455 -2.855 0.007099 **
## SanFrancisco.l3 -0.0676324 0.0691443 -0.978 0.334536
## Ventura.l3 -0.3046820 0.1925948 -1.582 0.122400
## SanJoaquin.l3 -0.2877938 0.2489801 -1.156 0.255340
## SanMateo.l3 -0.0301481 0.0601033 -0.502 0.619000
## Stanislaus.l3 -0.4928236 0.2813026 -1.752 0.088301 .
## Sonoma.l3 0.1974999 0.1358661 1.454 0.154710
## Tulare.l3 -0.4179255 0.3699660 -1.130 0.266102
## Solano.l3 -0.6588607 0.2857603 -2.306 0.027002 *
## SantaBarbara.l3 -0.0022969 0.1152257 -0.020 0.984206
## Monterey.l3 0.3147602 0.1551421 2.029 0.049919 *
## Placer.l3 -0.2191930 0.1749798 -1.253 0.218400
## SanLuisObispo.l3 0.3352915 0.1793132 1.870 0.069652 .
## SantaCruz.l3 -0.0428802 0.0759612 -0.565 0.575914
## Marin.l3 0.0854422 0.0936416 0.912 0.367608
## Butte.l3 -0.7654489 0.2043914 -3.745 0.000630 ***
## Yolo.l3 0.2859319 0.1965142 1.455 0.154329
## ElDorado.l3 0.3700464 0.1586099 2.333 0.025349 *
## Shasta.l3 -0.1747286 0.2584722 -0.676 0.503357
## Madera.l3 0.6344424 0.3557227 1.784 0.082933 .
## Kings.l3 0.0645139 0.2597791 0.248 0.805281
## Napa.l3 -0.2857805 0.1204268 -2.373 0.023102 *
## Humboldt.l3 0.0335473 0.1347746 0.249 0.804842
## Sutter.l3 -0.9442569 0.4355912 -2.168 0.036868 *
## Mendocino.l3 -0.0300321 0.0661765 -0.454 0.652684
## SanBenito.l3 0.1710164 0.1795190 0.953 0.347127
## LosAngeles.l4 0.1033273 0.1041860 0.992 0.327935
## SanDiego.l4 -0.9605689 0.1983142 -4.844 2.42e-05 ***
## Orange.l4 0.0162703 0.1029194 0.158 0.875271
## Riverside.l4 -0.3246220 0.3119851 -1.041 0.305043
## SanBernadino.l4 -0.0548537 0.1916746 -0.286 0.776380
## SantaClara.l4 0.0187174 0.0617949 0.303 0.763713
## Alameda.l4 -0.0771856 0.1108468 -0.696 0.490696
## Sacramento.l4 -0.2345457 0.2346548 -1.000 0.324207
## Fresno.l4 -0.0788922 0.2759326 -0.286 0.776585
## Kern.l4 0.0850924 0.2603643 0.327 0.745696
## SanFrancisco.l4 -0.0477043 0.0611090 -0.781 0.440116
## Ventura.l4 0.1951074 0.1928721 1.012 0.318485
## SanJoaquin.l4 0.2640040 0.2547177 1.036 0.306901
## SanMateo.l4 -0.0166994 0.0551361 -0.303 0.763727
## Stanislaus.l4 0.7231665 0.2211197 3.270 0.002370 **
## Sonoma.l4 -0.2942370 0.1152116 -2.554 0.015031 *
## Tulare.l4 -0.4304921 0.3759303 -1.145 0.259708
## Solano.l4 0.3275678 0.2215625 1.478 0.147986
## SantaBarbara.l4 -0.2701845 0.1531363 -1.764 0.086159 .
## Monterey.l4 0.4032493 0.1243877 3.242 0.002561 **
## Placer.l4 -0.4300798 0.2125468 -2.023 0.050498 .
## SanLuisObispo.l4 -0.3064476 0.1815548 -1.688 0.100076
## SantaCruz.l4 0.0560242 0.0678961 0.825 0.414723
## Marin.l4 0.2006828 0.0695144 2.887 0.006540 **
## Butte.l4 0.5287093 0.2069534 2.555 0.015000 *
## Yolo.l4 0.6005935 0.2817993 2.131 0.039964 *
## ElDorado.l4 0.0771293 0.1463727 0.527 0.601469
## Shasta.l4 -0.2293972 0.2824918 -0.812 0.422101
## Madera.l4 0.6161787 0.3936218 1.565 0.126236
## Kings.l4 -0.5327494 0.2820574 -1.889 0.066996 .
## Napa.l4 0.2865483 0.1127081 2.542 0.015454 *
## Humboldt.l4 0.3044655 0.1101111 2.765 0.008919 **
## Sutter.l4 0.8588043 0.4527910 1.897 0.065915 .
## Mendocino.l4 0.1628239 0.0842276 1.933 0.061114 .
## SanBenito.l4 -0.3668120 0.1900720 -1.930 0.061533 .
## LosAngeles.l5 -0.0121598 0.0943463 -0.129 0.898166
## SanDiego.l5 0.2079069 0.1762793 1.179 0.245968
## Orange.l5 -0.1096855 0.1053583 -1.041 0.304784
## Riverside.l5 0.2580038 0.2336274 1.104 0.276773
## SanBernadino.l5 -0.2997825 0.1834464 -1.634 0.110939
## SantaClara.l5 -0.0720392 0.0618658 -1.164 0.251903
## Alameda.l5 0.2225701 0.0941122 2.365 0.023543 *
## Sacramento.l5 0.1274346 0.2734078 0.466 0.643954
## Fresno.l5 -0.1374086 0.3599422 -0.382 0.704890
## Kern.l5 -0.4541302 0.3155981 -1.439 0.158803
## SanFrancisco.l5 -0.0072852 0.0550737 -0.132 0.895499
## Ventura.l5 0.0790299 0.1446436 0.546 0.588178
## SanJoaquin.l5 0.2552107 0.2498608 1.021 0.313875
## SanMateo.l5 0.0823344 0.0715071 1.151 0.257151
## Stanislaus.l5 -0.0785158 0.2211737 -0.355 0.724664
## Sonoma.l5 -0.2304434 0.1295082 -1.779 0.083623 .
## Tulare.l5 -0.5850543 0.4926337 -1.188 0.242766
## Solano.l5 -0.5209481 0.2097475 -2.484 0.017794 *
## SantaBarbara.l5 0.3929693 0.1381658 2.844 0.007297 **
## Monterey.l5 -0.1357716 0.1050440 -1.293 0.204411
## Placer.l5 -0.2951371 0.1853989 -1.592 0.120150
## SanLuisObispo.l5 -0.0020320 0.1639043 -0.012 0.990177
## SantaCruz.l5 -0.0036943 0.0573234 -0.064 0.948971
## Marin.l5 -0.1349269 0.0547442 -2.465 0.018619 *
## Butte.l5 0.6883692 0.3192178 2.156 0.037806 *
## Yolo.l5 0.4243082 0.2759388 1.538 0.132869
## ElDorado.l5 -0.1090124 0.1867229 -0.584 0.562982
## Shasta.l5 0.3057683 0.2815211 1.086 0.284641
## Madera.l5 0.0579431 0.3827396 0.151 0.880513
## Kings.l5 -0.1962131 0.2618469 -0.749 0.458519
## Napa.l5 0.1086293 0.1090949 0.996 0.326027
## Humboldt.l5 -0.1668535 0.1111789 -1.501 0.142137
## Sutter.l5 -0.6096829 0.3193993 -1.909 0.064280 .
## Mendocino.l5 -0.0121904 0.0961181 -0.127 0.899783
## SanBenito.l5 0.2626234 0.1957562 1.342 0.188133
## LosAngeles.l6 -0.0051841 0.0971926 -0.053 0.957757
## SanDiego.l6 0.4468071 0.1428885 3.127 0.003487 **
## Orange.l6 0.1977682 0.0980968 2.016 0.051304 .
## Riverside.l6 -0.2231449 0.2964195 -0.753 0.456464
## SanBernadino.l6 0.1213182 0.2012594 0.603 0.550424
## SantaClara.l6 0.0866447 0.0410903 2.109 0.041999 *
## Alameda.l6 -0.3256895 0.0831082 -3.919 0.000382 ***
## Sacramento.l6 0.1542372 0.2557203 0.603 0.550191
## Fresno.l6 0.5761005 0.2716945 2.120 0.040931 *
## Kern.l6 -0.3271847 0.2668119 -1.226 0.228056
## SanFrancisco.l6 0.0843098 0.0601047 1.403 0.169267
## Ventura.l6 -0.0726866 0.2248697 -0.323 0.748385
## SanJoaquin.l6 0.0657290 0.2063893 0.318 0.751968
## SanMateo.l6 -0.1414297 0.0613616 -2.305 0.027050 *
## Stanislaus.l6 -0.8392537 0.2957019 -2.838 0.007410 **
## Sonoma.l6 -0.1732892 0.1370390 -1.265 0.214167
## Tulare.l6 -0.2383209 0.4061738 -0.587 0.561036
## Solano.l6 0.3180299 0.1515664 2.098 0.042960 *
## SantaBarbara.l6 -0.2158893 0.1589418 -1.358 0.182823
## Monterey.l6 0.2150387 0.0926523 2.321 0.026069 *
## Placer.l6 0.0926833 0.2274108 0.408 0.686011
## SanLuisObispo.l6 0.4022030 0.1365157 2.946 0.005611 **
## SantaCruz.l6 -0.0140776 0.0533611 -0.264 0.793425
## Marin.l6 0.0130804 0.0542980 0.241 0.811000
## Butte.l6 -0.0800524 0.2275206 -0.352 0.727005
## Yolo.l6 0.0582682 0.2189683 0.266 0.791678
## ElDorado.l6 -0.3115434 0.1545609 -2.016 0.051346 .
## Shasta.l6 -0.0105156 0.2631693 -0.040 0.968348
## Madera.l6 0.4436054 0.3521745 1.260 0.215913
## Kings.l6 0.3767746 0.2186411 1.723 0.093423 .
## Napa.l6 -0.0481070 0.1315613 -0.366 0.716757
## Humboldt.l6 -0.2517511 0.1223131 -2.058 0.046860 *
## Sutter.l6 -0.4873470 0.3095889 -1.574 0.124196
## Mendocino.l6 0.1704194 0.0703856 2.421 0.020636 *
## SanBenito.l6 0.0139676 0.1024431 0.136 0.892308
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 158.4 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 3.889e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Yolo:
## =====================================
## Yolo = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.362594 0.118574 3.058 0.004188 **
## SanDiego.l1 0.539663 0.248759 2.169 0.036732 *
## Orange.l1 -0.270945 0.164012 -1.652 0.107235
## Riverside.l1 -0.565914 0.410774 -1.378 0.176808
## SanBernadino.l1 -0.433804 0.219850 -1.973 0.056191 .
## SantaClara.l1 -0.046703 0.051347 -0.910 0.369110
## Alameda.l1 0.274677 0.172721 1.590 0.120513
## Sacramento.l1 0.424206 0.475218 0.893 0.377970
## Fresno.l1 -0.318563 0.314152 -1.014 0.317331
## Kern.l1 -0.563301 0.260933 -2.159 0.037608 *
## SanFrancisco.l1 -0.113241 0.056111 -2.018 0.051074 .
## Ventura.l1 0.026689 0.157368 0.170 0.866275
## SanJoaquin.l1 0.292384 0.206305 1.417 0.165010
## SanMateo.l1 -0.168836 0.079823 -2.115 0.041407 *
## Stanislaus.l1 0.387008 0.275766 1.403 0.169067
## Sonoma.l1 0.042185 0.143081 0.295 0.769813
## Tulare.l1 1.475462 0.482788 3.056 0.004208 **
## Solano.l1 -0.582511 0.233705 -2.493 0.017424 *
## SantaBarbara.l1 0.100126 0.127684 0.784 0.438068
## Monterey.l1 -0.273641 0.174066 -1.572 0.124688
## Placer.l1 -0.447818 0.385686 -1.161 0.253245
## SanLuisObispo.l1 -0.208494 0.170588 -1.222 0.229572
## SantaCruz.l1 0.182698 0.092565 1.974 0.056126 .
## Marin.l1 -0.020111 0.084762 -0.237 0.813797
## Butte.l1 0.085173 0.283307 0.301 0.765421
## Yolo.l1 0.912561 0.204211 4.469 7.52e-05 ***
## ElDorado.l1 -0.490524 0.211146 -2.323 0.025936 *
## Shasta.l1 -0.093701 0.335828 -0.279 0.781830
## Madera.l1 0.985176 0.490092 2.010 0.051950 .
## Kings.l1 -0.235651 0.196284 -1.201 0.237761
## Napa.l1 0.219023 0.126369 1.733 0.091620 .
## Humboldt.l1 -0.285110 0.127560 -2.235 0.031707 *
## Sutter.l1 -1.224139 0.301878 -4.055 0.000257 ***
## Mendocino.l1 0.103805 0.072650 1.429 0.161675
## SanBenito.l1 0.653095 0.192857 3.386 0.001725 **
## LosAngeles.l2 0.021551 0.116401 0.185 0.854155
## SanDiego.l2 0.713422 0.249709 2.857 0.007062 **
## Orange.l2 0.111952 0.172070 0.651 0.519424
## Riverside.l2 0.043085 0.385974 0.112 0.911740
## SanBernadino.l2 0.016545 0.203109 0.081 0.935529
## SantaClara.l2 -0.082775 0.082809 -1.000 0.324181
## Alameda.l2 0.403228 0.173369 2.326 0.025776 *
## Sacramento.l2 -0.501793 0.436417 -1.150 0.257806
## Fresno.l2 1.236529 0.569721 2.170 0.036651 *
## Kern.l2 -0.130794 0.391939 -0.334 0.740534
## SanFrancisco.l2 0.082414 0.090353 0.912 0.367768
## Ventura.l2 -0.820925 0.260001 -3.157 0.003215 **
## SanJoaquin.l2 -0.636495 0.298748 -2.131 0.040029 *
## SanMateo.l2 -0.201237 0.102221 -1.969 0.056731 .
## Stanislaus.l2 0.742618 0.301712 2.461 0.018767 *
## Sonoma.l2 0.081178 0.165000 0.492 0.625716
## Tulare.l2 -1.305646 0.588449 -2.219 0.032893 *
## Solano.l2 -0.364852 0.259147 -1.408 0.167740
## SantaBarbara.l2 0.020195 0.149833 0.135 0.893533
## Monterey.l2 0.099929 0.172117 0.581 0.565135
## Placer.l2 0.690074 0.393579 1.753 0.088057 .
## SanLuisObispo.l2 0.062831 0.180752 0.348 0.730156
## SantaCruz.l2 -0.097230 0.118027 -0.824 0.415477
## Marin.l2 -0.089340 0.109064 -0.819 0.418090
## Butte.l2 0.050490 0.314793 0.160 0.873470
## Yolo.l2 0.131981 0.247252 0.534 0.596766
## ElDorado.l2 0.071465 0.204287 0.350 0.728507
## Shasta.l2 -0.429272 0.395679 -1.085 0.285178
## Madera.l2 0.095528 0.497863 0.192 0.848917
## Kings.l2 -0.036541 0.331711 -0.110 0.912896
## Napa.l2 -0.120465 0.138606 -0.869 0.390543
## Humboldt.l2 0.025379 0.175588 0.145 0.885882
## Sutter.l2 -0.159609 0.484565 -0.329 0.743772
## Mendocino.l2 0.093691 0.093683 1.000 0.323943
## SanBenito.l2 0.007474 0.190509 0.039 0.968923
## LosAngeles.l3 0.126892 0.149625 0.848 0.402005
## SanDiego.l3 -0.437464 0.236315 -1.851 0.072360 .
## Orange.l3 0.477909 0.151188 3.161 0.003184 **
## Riverside.l3 -0.566499 0.274276 -2.065 0.046139 *
## SanBernadino.l3 -0.283909 0.222359 -1.277 0.209845
## SantaClara.l3 -0.027660 0.072119 -0.384 0.703582
## Alameda.l3 0.092451 0.172746 0.535 0.595811
## Sacramento.l3 -0.049058 0.364735 -0.135 0.893753
## Fresno.l3 0.412605 0.495292 0.833 0.410307
## Kern.l3 -0.632321 0.389427 -1.624 0.113161
## SanFrancisco.l3 0.087093 0.088329 0.986 0.330709
## Ventura.l3 -0.326787 0.246032 -1.328 0.192462
## SanJoaquin.l3 0.342087 0.318062 1.076 0.289291
## SanMateo.l3 -0.081058 0.076780 -1.056 0.298128
## Stanislaus.l3 -0.140723 0.359352 -0.392 0.697662
## Sonoma.l3 -0.011789 0.173563 -0.068 0.946222
## Tulare.l3 0.162733 0.472616 0.344 0.732606
## Solano.l3 -0.334041 0.365047 -0.915 0.366247
## SantaBarbara.l3 -0.361511 0.147196 -2.456 0.019008 *
## Monterey.l3 0.485758 0.198187 2.451 0.019234 *
## Placer.l3 -0.295184 0.223529 -1.321 0.194982
## SanLuisObispo.l3 0.059430 0.229065 0.259 0.796769
## SantaCruz.l3 -0.131991 0.097037 -1.360 0.182221
## Marin.l3 0.149836 0.119623 1.253 0.218441
## Butte.l3 -0.734102 0.261101 -2.812 0.007930 **
## Yolo.l3 -0.402473 0.251038 -1.603 0.117622
## ElDorado.l3 0.370670 0.202618 1.829 0.075631 .
## Shasta.l3 0.646024 0.330187 1.957 0.058193 .
## Madera.l3 0.427034 0.454421 0.940 0.353618
## Kings.l3 -0.314574 0.331857 -0.948 0.349490
## Napa.l3 -0.023850 0.153840 -0.155 0.877664
## Humboldt.l3 0.305174 0.172169 1.773 0.084770 .
## Sutter.l3 0.030974 0.556449 0.056 0.955918
## Mendocino.l3 -0.052418 0.084538 -0.620 0.539130
## SanBenito.l3 -0.101039 0.229328 -0.441 0.662146
## LosAngeles.l4 -0.149410 0.133093 -1.123 0.269040
## SanDiego.l4 -0.578513 0.253338 -2.284 0.028402 *
## Orange.l4 -0.039338 0.131475 -0.299 0.766506
## Riverside.l4 0.321553 0.398548 0.807 0.425074
## SanBernadino.l4 -0.502659 0.244856 -2.053 0.047407 *
## SantaClara.l4 0.020312 0.078940 0.257 0.798406
## Alameda.l4 0.000319 0.141602 0.002 0.998215
## Sacramento.l4 0.157816 0.299762 0.526 0.601790
## Fresno.l4 -0.664388 0.352492 -1.885 0.067546 .
## Kern.l4 -0.094489 0.332604 -0.284 0.777970
## SanFrancisco.l4 -0.052385 0.078064 -0.671 0.506471
## Ventura.l4 0.132596 0.246386 0.538 0.593777
## SanJoaquin.l4 -0.298266 0.325391 -0.917 0.365432
## SanMateo.l4 -0.016924 0.070434 -0.240 0.811470
## Stanislaus.l4 0.744811 0.282471 2.637 0.012277 *
## Sonoma.l4 0.068449 0.147178 0.465 0.644676
## Tulare.l4 -0.188896 0.480235 -0.393 0.696387
## Solano.l4 0.758407 0.283037 2.680 0.011046 *
## SantaBarbara.l4 0.554683 0.195625 2.835 0.007462 **
## Monterey.l4 0.070059 0.158900 0.441 0.661921
## Placer.l4 -0.065195 0.271520 -0.240 0.811607
## SanLuisObispo.l4 -0.181839 0.231929 -0.784 0.438151
## SantaCruz.l4 0.176136 0.086734 2.031 0.049717 *
## Marin.l4 -0.060975 0.088802 -0.687 0.496706
## Butte.l4 -0.022199 0.264374 -0.084 0.933548
## Yolo.l4 0.494792 0.359987 1.374 0.177791
## ElDorado.l4 -0.020965 0.186985 -0.112 0.911349
## Shasta.l4 0.554504 0.360871 1.537 0.133142
## Madera.l4 -0.028272 0.502835 -0.056 0.955474
## Kings.l4 -0.425625 0.360316 -1.181 0.245247
## Napa.l4 -0.186025 0.143980 -1.292 0.204584
## Humboldt.l4 0.462108 0.140662 3.285 0.002276 **
## Sutter.l4 0.154917 0.578421 0.268 0.790361
## Mendocino.l4 0.138988 0.107597 1.292 0.204677
## SanBenito.l4 -0.398306 0.242809 -1.640 0.109630
## LosAngeles.l5 0.063170 0.120523 0.524 0.603398
## SanDiego.l5 0.567335 0.225189 2.519 0.016336 *
## Orange.l5 0.170716 0.134591 1.268 0.212794
## Riverside.l5 0.773303 0.298449 2.591 0.013732 *
## SanBernadino.l5 -0.398813 0.234345 -1.702 0.097412 .
## SantaClara.l5 0.087012 0.079031 1.101 0.278211
## Alameda.l5 -0.120321 0.120224 -1.001 0.323601
## Sacramento.l5 0.035967 0.349267 0.103 0.918552
## Fresno.l5 -1.308565 0.459811 -2.846 0.007266 **
## Kern.l5 -0.029897 0.403163 -0.074 0.941296
## SanFrancisco.l5 0.028541 0.070354 0.406 0.687382
## Ventura.l5 -0.170560 0.184776 -0.923 0.362121
## SanJoaquin.l5 0.311038 0.319187 0.974 0.336326
## SanMateo.l5 0.009679 0.091347 0.106 0.916205
## Stanislaus.l5 -0.265435 0.282540 -0.939 0.353756
## Sonoma.l5 -0.042035 0.165441 -0.254 0.800882
## Tulare.l5 0.480493 0.629319 0.764 0.450132
## Solano.l5 -0.482090 0.267944 -1.799 0.080371 .
## SantaBarbara.l5 -0.149483 0.176501 -0.847 0.402631
## Monterey.l5 0.104926 0.134189 0.782 0.439373
## Placer.l5 0.406840 0.236839 1.718 0.094426 .
## SanLuisObispo.l5 0.320345 0.209381 1.530 0.134766
## SantaCruz.l5 -0.255837 0.073228 -3.494 0.001281 **
## Marin.l5 -0.038931 0.069933 -0.557 0.581185
## Butte.l5 0.465824 0.407787 1.142 0.260862
## Yolo.l5 -0.316856 0.352500 -0.899 0.374689
## ElDorado.l5 -0.489357 0.238531 -2.052 0.047543 *
## Shasta.l5 0.222672 0.359631 0.619 0.539705
## Madera.l5 -0.394559 0.488934 -0.807 0.424979
## Kings.l5 0.041088 0.334498 0.123 0.902922
## Napa.l5 0.136013 0.139364 0.976 0.335600
## Humboldt.l5 -0.171766 0.142026 -1.209 0.234392
## Sutter.l5 0.144651 0.408019 0.355 0.725018
## Mendocino.l5 0.031896 0.122787 0.260 0.796524
## SanBenito.l5 0.174601 0.250070 0.698 0.489532
## LosAngeles.l6 -0.067366 0.124159 -0.543 0.590763
## SanDiego.l6 -0.141413 0.182534 -0.775 0.443562
## Orange.l6 0.285626 0.125314 2.279 0.028681 *
## Riverside.l6 -0.034680 0.378663 -0.092 0.927536
## SanBernadino.l6 0.547357 0.257100 2.129 0.040168 *
## SantaClara.l6 -0.050866 0.052491 -0.969 0.338994
## Alameda.l6 -0.018836 0.106167 -0.177 0.860175
## Sacramento.l6 -0.040138 0.326672 -0.123 0.902894
## Fresno.l6 0.797478 0.347078 2.298 0.027499 *
## Kern.l6 -0.239768 0.340841 -0.703 0.486294
## SanFrancisco.l6 0.143785 0.076781 1.873 0.069254 .
## Ventura.l6 -0.650387 0.287262 -2.264 0.029691 *
## SanJoaquin.l6 -0.113665 0.263654 -0.431 0.668956
## SanMateo.l6 -0.095664 0.078387 -1.220 0.230244
## Stanislaus.l6 0.033526 0.377747 0.089 0.929770
## Sonoma.l6 0.436296 0.175062 2.492 0.017434 *
## Tulare.l6 1.287766 0.518870 2.482 0.017872 *
## Solano.l6 -0.061419 0.193620 -0.317 0.752914
## SantaBarbara.l6 -0.202161 0.203041 -0.996 0.326059
## Monterey.l6 -0.111922 0.118359 -0.946 0.350652
## Placer.l6 -0.085480 0.290508 -0.294 0.770262
## SanLuisObispo.l6 -0.370967 0.174393 -2.127 0.040325 *
## SantaCruz.l6 0.160357 0.068167 2.352 0.024238 *
## Marin.l6 0.012182 0.069363 0.176 0.861575
## Butte.l6 -0.566242 0.290648 -1.948 0.059219 .
## Yolo.l6 0.288090 0.279723 1.030 0.309921
## ElDorado.l6 0.078333 0.197445 0.397 0.693906
## Shasta.l6 -0.205279 0.336188 -0.611 0.545294
## Madera.l6 -0.285831 0.449888 -0.635 0.529226
## Kings.l6 0.026726 0.279305 0.096 0.924301
## Napa.l6 0.039505 0.168064 0.235 0.815496
## Humboldt.l6 -0.198059 0.156250 -1.268 0.213087
## Sutter.l6 -0.238178 0.395487 -0.602 0.550789
## Mendocino.l6 0.255164 0.089915 2.838 0.007416 **
## SanBenito.l6 -0.054697 0.130867 -0.418 0.678458
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 202.4 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 5.233e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation ElDorado:
## =========================================
## ElDorado = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.323349 0.119709 2.701 0.010469 *
## SanDiego.l1 -0.090394 0.251141 -0.360 0.721000
## Orange.l1 -0.126293 0.165582 -0.763 0.450599
## Riverside.l1 0.423878 0.414707 1.022 0.313546
## SanBernadino.l1 -0.917391 0.221955 -4.133 0.000204 ***
## SantaClara.l1 -0.086747 0.051839 -1.673 0.102918
## Alameda.l1 -0.056464 0.174374 -0.324 0.747958
## Sacramento.l1 1.044464 0.479767 2.177 0.036116 *
## Fresno.l1 -0.715312 0.317159 -2.255 0.030285 *
## Kern.l1 0.262511 0.263431 0.997 0.325655
## SanFrancisco.l1 -0.170355 0.056648 -3.007 0.004786 **
## Ventura.l1 0.253303 0.158874 1.594 0.119598
## SanJoaquin.l1 0.492770 0.208280 2.366 0.023490 *
## SanMateo.l1 0.110703 0.080587 1.374 0.178027
## Stanislaus.l1 0.287177 0.278406 1.032 0.309185
## Sonoma.l1 -0.188488 0.144451 -1.305 0.200221
## Tulare.l1 1.619979 0.487409 3.324 0.002050 **
## Solano.l1 -0.313526 0.235942 -1.329 0.192268
## SantaBarbara.l1 0.259186 0.128906 2.011 0.051898 .
## Monterey.l1 -0.254666 0.175733 -1.449 0.155946
## Placer.l1 -0.914471 0.389378 -2.349 0.024457 *
## SanLuisObispo.l1 0.040218 0.172221 0.234 0.816677
## SantaCruz.l1 0.218554 0.093451 2.339 0.025022 *
## Marin.l1 0.108206 0.085573 1.264 0.214183
## Butte.l1 0.509847 0.286019 1.783 0.083093 .
## Yolo.l1 -0.197572 0.206166 -0.958 0.344296
## ElDorado.l1 0.072042 0.213168 0.338 0.737358
## Shasta.l1 0.211846 0.339042 0.625 0.536019
## Madera.l1 0.964717 0.494784 1.950 0.059025 .
## Kings.l1 -0.409317 0.198163 -2.066 0.046126 *
## Napa.l1 -0.048435 0.127579 -0.380 0.706440
## Humboldt.l1 -0.504449 0.128781 -3.917 0.000384 ***
## Sutter.l1 -1.037608 0.304768 -3.405 0.001641 **
## Mendocino.l1 -0.079445 0.073346 -1.083 0.285944
## SanBenito.l1 0.846149 0.194703 4.346 0.000109 ***
## LosAngeles.l2 -0.161510 0.117515 -1.374 0.177820
## SanDiego.l2 0.699714 0.252100 2.776 0.008687 **
## Orange.l2 0.023380 0.173718 0.135 0.893687
## Riverside.l2 0.640635 0.389669 1.644 0.108872
## SanBernadino.l2 0.211010 0.205054 1.029 0.310322
## SantaClara.l2 -0.066108 0.083602 -0.791 0.434269
## Alameda.l2 0.115207 0.175029 0.658 0.514588
## Sacramento.l2 -0.880147 0.440595 -1.998 0.053356 .
## Fresno.l2 0.461248 0.575175 0.802 0.427858
## Kern.l2 0.629608 0.395691 1.591 0.120318
## SanFrancisco.l2 -0.006594 0.091218 -0.072 0.942773
## Ventura.l2 -0.430887 0.262490 -1.642 0.109395
## SanJoaquin.l2 -1.329286 0.301608 -4.407 9.04e-05 ***
## SanMateo.l2 0.094883 0.103200 0.919 0.363999
## Stanislaus.l2 -0.036383 0.304601 -0.119 0.905586
## Sonoma.l2 0.168473 0.166580 1.011 0.318592
## Tulare.l2 -1.507437 0.594082 -2.537 0.015641 *
## Solano.l2 -0.167896 0.261628 -0.642 0.525110
## SantaBarbara.l2 -0.116166 0.151268 -0.768 0.447524
## Monterey.l2 0.074555 0.173765 0.429 0.670440
## Placer.l2 0.983821 0.397347 2.476 0.018125 *
## SanLuisObispo.l2 0.024677 0.182482 0.135 0.893182
## SantaCruz.l2 -0.301901 0.119156 -2.534 0.015784 *
## Marin.l2 -0.117854 0.110108 -1.070 0.291589
## Butte.l2 0.025099 0.317807 0.079 0.937490
## Yolo.l2 0.907833 0.249619 3.637 0.000857 ***
## ElDorado.l2 -0.133812 0.206242 -0.649 0.520580
## Shasta.l2 -0.792022 0.399467 -1.983 0.055072 .
## Madera.l2 0.376870 0.502629 0.750 0.458249
## Kings.l2 0.110672 0.334887 0.330 0.742956
## Napa.l2 -0.134648 0.139933 -0.962 0.342353
## Humboldt.l2 -0.016761 0.177269 -0.095 0.925195
## Sutter.l2 1.214175 0.489203 2.482 0.017869 *
## Mendocino.l2 0.249308 0.094579 2.636 0.012301 *
## SanBenito.l2 -0.510162 0.192333 -2.653 0.011810 *
## LosAngeles.l3 0.142260 0.151057 0.942 0.352592
## SanDiego.l3 -0.873208 0.238577 -3.660 0.000802 ***
## Orange.l3 0.392425 0.152635 2.571 0.014420 *
## Riverside.l3 -0.773638 0.276902 -2.794 0.008293 **
## SanBernadino.l3 0.115673 0.224487 0.515 0.609509
## SantaClara.l3 0.125017 0.072809 1.717 0.094562 .
## Alameda.l3 0.558996 0.174400 3.205 0.002827 **
## Sacramento.l3 0.424917 0.368226 1.154 0.256122
## Fresno.l3 0.049328 0.500033 0.099 0.921963
## Kern.l3 -0.965792 0.393155 -2.457 0.018984 *
## SanFrancisco.l3 -0.039920 0.089175 -0.448 0.657076
## Ventura.l3 -0.386565 0.248387 -1.556 0.128385
## SanJoaquin.l3 0.260213 0.321106 0.810 0.423056
## SanMateo.l3 -0.245522 0.077514 -3.167 0.003129 **
## Stanislaus.l3 -0.434254 0.362792 -1.197 0.239139
## Sonoma.l3 0.263707 0.175225 1.505 0.141057
## Tulare.l3 0.489297 0.477140 1.025 0.311979
## Solano.l3 -1.456024 0.368541 -3.951 0.000348 ***
## SantaBarbara.l3 -0.131974 0.148605 -0.888 0.380389
## Monterey.l3 0.592300 0.200085 2.960 0.005410 **
## Placer.l3 -0.087613 0.225669 -0.388 0.700126
## SanLuisObispo.l3 -0.022915 0.231258 -0.099 0.921619
## SantaCruz.l3 -0.115640 0.097966 -1.180 0.245579
## Marin.l3 0.295615 0.120768 2.448 0.019381 *
## Butte.l3 -0.530759 0.263601 -2.013 0.051585 .
## Yolo.l3 0.174258 0.253442 0.688 0.496133
## ElDorado.l3 -0.040398 0.204557 -0.197 0.844555
## Shasta.l3 0.360449 0.333348 1.081 0.286754
## Madera.l3 -1.435476 0.458771 -3.129 0.003469 **
## Kings.l3 0.276041 0.335034 0.824 0.415410
## Napa.l3 -0.034040 0.155313 -0.219 0.827755
## Humboldt.l3 0.183971 0.173817 1.058 0.296915
## Sutter.l3 -0.911489 0.561776 -1.623 0.113420
## Mendocino.l3 -0.018652 0.085347 -0.219 0.828239
## SanBenito.l3 0.461409 0.231523 1.993 0.053892 .
## LosAngeles.l4 -0.022470 0.134367 -0.167 0.868123
## SanDiego.l4 -1.079055 0.255763 -4.219 0.000158 ***
## Orange.l4 -0.146292 0.132734 -1.102 0.277712
## Riverside.l4 -0.259426 0.402363 -0.645 0.523172
## SanBernadino.l4 -0.403652 0.247200 -1.633 0.111209
## SantaClara.l4 -0.093829 0.079696 -1.177 0.246785
## Alameda.l4 0.084534 0.142958 0.591 0.557998
## Sacramento.l4 0.042670 0.302631 0.141 0.888659
## Fresno.l4 -0.975743 0.355867 -2.742 0.009455 **
## Kern.l4 0.468139 0.335788 1.394 0.171818
## SanFrancisco.l4 -0.038969 0.078811 -0.494 0.623989
## Ventura.l4 0.641712 0.248745 2.580 0.014114 *
## SanJoaquin.l4 0.313390 0.328506 0.954 0.346454
## SanMateo.l4 -0.168400 0.071108 -2.368 0.023364 *
## Stanislaus.l4 1.171930 0.285175 4.110 0.000219 ***
## Sonoma.l4 0.026341 0.148587 0.177 0.860283
## Tulare.l4 -0.803043 0.484832 -1.656 0.106347
## Solano.l4 0.635147 0.285746 2.223 0.032600 *
## SantaBarbara.l4 -0.196796 0.197498 -0.996 0.325684
## Monterey.l4 0.588114 0.160421 3.666 0.000789 ***
## Placer.l4 -0.103683 0.274119 -0.378 0.707473
## SanLuisObispo.l4 -0.337477 0.234149 -1.441 0.158145
## SantaCruz.l4 0.079536 0.087565 0.908 0.369753
## Marin.l4 0.076496 0.089652 0.853 0.399161
## Butte.l4 0.703999 0.266905 2.638 0.012251 *
## Yolo.l4 0.819815 0.363433 2.256 0.030258 *
## ElDorado.l4 -0.111204 0.188775 -0.589 0.559485
## Shasta.l4 0.760610 0.364326 2.088 0.043961 *
## Madera.l4 0.882123 0.507649 1.738 0.090819 .
## Kings.l4 -0.346355 0.363766 -0.952 0.347376
## Napa.l4 -0.007168 0.145358 -0.049 0.960940
## Humboldt.l4 -0.157026 0.142009 -1.106 0.276170
## Sutter.l4 0.247640 0.583959 0.424 0.674037
## Mendocino.l4 0.139786 0.108627 1.287 0.206362
## SanBenito.l4 -0.413553 0.245133 -1.687 0.100241
## LosAngeles.l5 -0.154800 0.121677 -1.272 0.211453
## SanDiego.l5 0.443531 0.227345 1.951 0.058884 .
## Orange.l5 0.294229 0.135879 2.165 0.037063 *
## Riverside.l5 1.509164 0.301306 5.009 1.46e-05 ***
## SanBernadino.l5 -0.069128 0.236588 -0.292 0.771820
## SantaClara.l5 0.135287 0.079787 1.696 0.098597 .
## Alameda.l5 -0.389608 0.121375 -3.210 0.002791 **
## Sacramento.l5 -0.308252 0.352610 -0.874 0.387804
## Fresno.l5 0.117268 0.464213 0.253 0.802002
## Kern.l5 -0.252943 0.407023 -0.621 0.538221
## SanFrancisco.l5 -0.047495 0.071028 -0.669 0.507962
## Ventura.l5 -0.754091 0.186545 -4.042 0.000266 ***
## SanJoaquin.l5 0.345337 0.322242 1.072 0.291001
## SanMateo.l5 0.334159 0.092222 3.623 0.000890 ***
## Stanislaus.l5 -1.038509 0.285245 -3.641 0.000847 ***
## Sonoma.l5 -0.227269 0.167025 -1.361 0.182070
## Tulare.l5 -0.017376 0.635343 -0.027 0.978332
## Solano.l5 0.178410 0.270509 0.660 0.513749
## SantaBarbara.l5 -0.105718 0.178191 -0.593 0.556698
## Monterey.l5 -0.163033 0.135474 -1.203 0.236664
## Placer.l5 -0.389904 0.239106 -1.631 0.111679
## SanLuisObispo.l5 0.303052 0.211385 1.434 0.160302
## SantaCruz.l5 -0.119576 0.073929 -1.617 0.114513
## Marin.l5 -0.098438 0.070603 -1.394 0.171790
## Butte.l5 0.570884 0.411691 1.387 0.174067
## Yolo.l5 0.128283 0.355875 0.360 0.720601
## ElDorado.l5 0.268568 0.240814 1.115 0.272134
## Shasta.l5 -0.353746 0.363074 -0.974 0.336406
## Madera.l5 -0.508407 0.493614 -1.030 0.309895
## Kings.l5 -0.556377 0.337701 -1.648 0.108148
## Napa.l5 -0.061866 0.140698 -0.440 0.662779
## Humboldt.l5 0.198942 0.143386 1.387 0.173833
## Sutter.l5 -0.591292 0.411925 -1.435 0.159795
## Mendocino.l5 -0.239537 0.123962 -1.932 0.061216 .
## SanBenito.l5 0.549053 0.252464 2.175 0.036297 *
## LosAngeles.l6 -0.024977 0.125348 -0.199 0.843181
## SanDiego.l6 0.301967 0.184281 1.639 0.110005
## Orange.l6 0.065975 0.126514 0.521 0.605221
## Riverside.l6 -0.210390 0.382288 -0.550 0.585483
## SanBernadino.l6 0.683562 0.259562 2.634 0.012375 *
## SantaClara.l6 -0.090097 0.052994 -1.700 0.097729 .
## Alameda.l6 -0.035512 0.107184 -0.331 0.742324
## Sacramento.l6 -0.402101 0.329799 -1.219 0.230685
## Fresno.l6 -0.120480 0.350401 -0.344 0.732971
## Kern.l6 -0.400608 0.344104 -1.164 0.251998
## SanFrancisco.l6 0.111970 0.077516 1.444 0.157254
## Ventura.l6 -0.257845 0.290012 -0.889 0.379860
## SanJoaquin.l6 -0.145077 0.266178 -0.545 0.589088
## SanMateo.l6 -0.293899 0.079137 -3.714 0.000689 ***
## Stanislaus.l6 0.098692 0.381363 0.259 0.797274
## Sonoma.l6 0.758868 0.176737 4.294 0.000127 ***
## Tulare.l6 -0.163377 0.523837 -0.312 0.756927
## Solano.l6 -0.150647 0.195473 -0.771 0.445927
## SantaBarbara.l6 0.161893 0.204985 0.790 0.434827
## Monterey.l6 -0.044554 0.119492 -0.373 0.711438
## Placer.l6 -0.111412 0.293289 -0.380 0.706274
## SanLuisObispo.l6 0.183599 0.176062 1.043 0.303992
## SantaCruz.l6 0.238041 0.068819 3.459 0.001411 **
## Marin.l6 0.080520 0.070027 1.150 0.257791
## Butte.l6 -0.375038 0.293430 -1.278 0.209389
## Yolo.l6 -0.400971 0.282400 -1.420 0.164249
## ElDorado.l6 -0.032667 0.199335 -0.164 0.870742
## Shasta.l6 0.736878 0.339406 2.171 0.036596 *
## Madera.l6 -1.055497 0.454195 -2.324 0.025892 *
## Kings.l6 1.202066 0.281978 4.263 0.000139 ***
## Napa.l6 -0.140416 0.169673 -0.828 0.413366
## Humboldt.l6 -0.496793 0.157746 -3.149 0.003285 **
## Sutter.l6 0.637892 0.399273 1.598 0.118866
## Mendocino.l6 0.383524 0.090775 4.225 0.000156 ***
## SanBenito.l6 -0.294563 0.132119 -2.230 0.032108 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 204.3 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 6.014e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Shasta:
## =======================================
## Shasta = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.018423 0.047469 0.388 0.700226
## SanDiego.l1 0.431302 0.099585 4.331 0.000114 ***
## Orange.l1 -0.003343 0.065659 -0.051 0.959674
## Riverside.l1 -0.012403 0.164444 -0.075 0.940296
## SanBernadino.l1 -0.136257 0.088012 -1.548 0.130332
## SantaClara.l1 0.063063 0.020556 3.068 0.004079 **
## Alameda.l1 -0.005459 0.069145 -0.079 0.937514
## Sacramento.l1 0.812748 0.190243 4.272 0.000135 ***
## Fresno.l1 -0.330092 0.125764 -2.625 0.012647 *
## Kern.l1 -0.373819 0.104459 -3.579 0.001010 **
## SanFrancisco.l1 -0.020139 0.022463 -0.897 0.375927
## Ventura.l1 0.068002 0.062999 1.079 0.287582
## SanJoaquin.l1 -0.170295 0.082590 -2.062 0.046488 *
## SanMateo.l1 -0.079441 0.031955 -2.486 0.017696 *
## Stanislaus.l1 0.347862 0.110397 3.151 0.003270 **
## Sonoma.l1 -0.125263 0.057279 -2.187 0.035331 *
## Tulare.l1 0.876914 0.193273 4.537 6.12e-05 ***
## Solano.l1 -0.262830 0.093559 -2.809 0.007976 **
## SantaBarbara.l1 0.156435 0.051115 3.060 0.004161 **
## Monterey.l1 -0.004786 0.069684 -0.069 0.945627
## Placer.l1 -0.850784 0.154401 -5.510 3.14e-06 ***
## SanLuisObispo.l1 0.080894 0.068291 1.185 0.243959
## SantaCruz.l1 -0.051414 0.037056 -1.387 0.173834
## Marin.l1 0.125318 0.033933 3.693 0.000730 ***
## Butte.l1 0.143895 0.113416 1.269 0.212677
## Yolo.l1 -0.288850 0.081751 -3.533 0.001147 **
## ElDorado.l1 -0.282592 0.084528 -3.343 0.001943 **
## Shasta.l1 0.746098 0.134441 5.550 2.78e-06 ***
## Madera.l1 -0.367609 0.196198 -1.874 0.069111 .
## Kings.l1 0.011868 0.078578 0.151 0.880790
## Napa.l1 -0.103846 0.050589 -2.053 0.047422 *
## Humboldt.l1 -0.117849 0.051066 -2.308 0.026869 *
## Sutter.l1 -0.155127 0.120850 -1.284 0.207473
## Mendocino.l1 0.118391 0.029084 4.071 0.000245 ***
## SanBenito.l1 0.168772 0.077206 2.186 0.035400 *
## LosAngeles.l2 0.051121 0.046598 1.097 0.279906
## SanDiego.l2 -0.443928 0.099965 -4.441 8.18e-05 ***
## Orange.l2 -0.022980 0.068884 -0.334 0.740615
## Riverside.l2 0.084876 0.154516 0.549 0.586188
## SanBernadino.l2 -0.107321 0.081310 -1.320 0.195202
## SantaClara.l2 -0.100956 0.033151 -3.045 0.004329 **
## Alameda.l2 0.156093 0.069405 2.249 0.030723 *
## Sacramento.l2 -0.012997 0.174710 -0.074 0.941111
## Fresno.l2 0.712541 0.228075 3.124 0.003513 **
## Kern.l2 0.302892 0.156904 1.930 0.061461 .
## SanFrancisco.l2 0.066196 0.036171 1.830 0.075525 .
## Ventura.l2 -0.098582 0.104085 -0.947 0.349889
## SanJoaquin.l2 -0.364849 0.119597 -3.051 0.004269 **
## SanMateo.l2 0.015544 0.040922 0.380 0.706300
## Stanislaus.l2 0.088076 0.120784 0.729 0.470593
## Sonoma.l2 -0.023765 0.066054 -0.360 0.721116
## Tulare.l2 -0.628661 0.235572 -2.669 0.011348 *
## Solano.l2 -0.107269 0.103744 -1.034 0.308043
## SantaBarbara.l2 0.102472 0.059982 1.708 0.096178 .
## Monterey.l2 0.122081 0.068903 1.772 0.084896 .
## Placer.l2 0.605770 0.157561 3.845 0.000473 ***
## SanLuisObispo.l2 -0.022514 0.072360 -0.311 0.757492
## SantaCruz.l2 0.071393 0.047249 1.511 0.139522
## Marin.l2 -0.205611 0.043661 -4.709 3.64e-05 ***
## Butte.l2 -0.221026 0.126020 -1.754 0.087960 .
## Yolo.l2 0.276629 0.098982 2.795 0.008275 **
## ElDorado.l2 0.039466 0.081782 0.483 0.632313
## Shasta.l2 0.027981 0.158401 0.177 0.860775
## Madera.l2 0.152280 0.199308 0.764 0.449820
## Kings.l2 -0.401924 0.132793 -3.027 0.004547 **
## Napa.l2 0.048544 0.055488 0.875 0.387451
## Humboldt.l2 0.034367 0.070293 0.489 0.627868
## Sutter.l2 0.205868 0.193985 1.061 0.295641
## Mendocino.l2 0.067358 0.037504 1.796 0.080885 .
## SanBenito.l2 0.180950 0.076266 2.373 0.023126 *
## LosAngeles.l3 0.067469 0.059899 1.126 0.267456
## SanDiego.l3 -0.077194 0.094604 -0.816 0.419881
## Orange.l3 0.165866 0.060525 2.740 0.009488 **
## Riverside.l3 0.007280 0.109800 0.066 0.947506
## SanBernadino.l3 -0.014823 0.089016 -0.167 0.868675
## SantaClara.l3 0.033268 0.028871 1.152 0.256789
## Alameda.l3 0.175929 0.069155 2.544 0.015395 *
## Sacramento.l3 0.040325 0.146013 0.276 0.783995
## Fresno.l3 0.072051 0.198279 0.363 0.718445
## Kern.l3 -0.142207 0.155898 -0.912 0.367743
## SanFrancisco.l3 -0.081615 0.035361 -2.308 0.026851 *
## Ventura.l3 -0.154988 0.098493 -1.574 0.124331
## SanJoaquin.l3 0.181293 0.127329 1.424 0.163109
## SanMateo.l3 -0.105819 0.030737 -3.443 0.001476 **
## Stanislaus.l3 -0.379528 0.143859 -2.638 0.012234 *
## Sonoma.l3 0.187314 0.069482 2.696 0.010607 *
## Tulare.l3 0.190539 0.189201 1.007 0.320623
## Solano.l3 -0.742657 0.146138 -5.082 1.17e-05 ***
## SantaBarbara.l3 -0.193240 0.058927 -3.279 0.002313 **
## Monterey.l3 0.212401 0.079340 2.677 0.011113 *
## Placer.l3 -0.045241 0.089485 -0.506 0.616239
## SanLuisObispo.l3 -0.066951 0.091701 -0.730 0.470055
## SantaCruz.l3 -0.004866 0.038847 -0.125 0.901018
## Marin.l3 0.186230 0.047888 3.889 0.000416 ***
## Butte.l3 -0.215178 0.104526 -2.059 0.046825 *
## Yolo.l3 0.277006 0.100498 2.756 0.009117 **
## ElDorado.l3 0.055367 0.081113 0.683 0.499237
## Shasta.l3 -0.628056 0.132183 -4.751 3.20e-05 ***
## Madera.l3 0.354478 0.181917 1.949 0.059174 .
## Kings.l3 -0.044618 0.132851 -0.336 0.738937
## Napa.l3 -0.134964 0.061586 -2.191 0.034972 *
## Humboldt.l3 0.051908 0.068924 0.753 0.456273
## Sutter.l3 -0.595720 0.222762 -2.674 0.011192 *
## Mendocino.l3 0.044102 0.033843 1.303 0.200801
## SanBenito.l3 0.056300 0.091806 0.613 0.543568
## LosAngeles.l4 -0.033558 0.053281 -0.630 0.532782
## SanDiego.l4 -0.364001 0.101418 -3.589 0.000981 ***
## Orange.l4 0.104360 0.052633 1.983 0.055061 .
## Riverside.l4 -0.037390 0.159550 -0.234 0.816041
## SanBernadino.l4 -0.117212 0.098023 -1.196 0.239606
## SantaClara.l4 0.021840 0.031602 0.691 0.493940
## Alameda.l4 -0.058591 0.056687 -1.034 0.308228
## Sacramento.l4 -0.209842 0.120003 -1.749 0.088877 .
## Fresno.l4 -0.071309 0.141112 -0.505 0.616404
## Kern.l4 0.048264 0.133151 0.362 0.719113
## SanFrancisco.l4 0.093090 0.031251 2.979 0.005155 **
## Ventura.l4 0.176136 0.098635 1.786 0.082569 .
## SanJoaquin.l4 0.009816 0.130263 0.075 0.940352
## SanMateo.l4 -0.046041 0.028197 -1.633 0.111219
## Stanislaus.l4 0.912135 0.113081 8.066 1.38e-09 ***
## Sonoma.l4 -0.165793 0.058919 -2.814 0.007883 **
## Tulare.l4 -0.158808 0.192251 -0.826 0.414221
## Solano.l4 0.322795 0.113307 2.849 0.007211 **
## SantaBarbara.l4 -0.068863 0.078314 -0.879 0.385059
## Monterey.l4 0.198353 0.063612 3.118 0.003570 **
## Placer.l4 -0.231992 0.108697 -2.134 0.039699 *
## SanLuisObispo.l4 -0.178652 0.092847 -1.924 0.062269 .
## SantaCruz.l4 -0.011925 0.034722 -0.343 0.733264
## Marin.l4 0.084918 0.035550 2.389 0.022273 *
## Butte.l4 -0.051224 0.105836 -0.484 0.631324
## Yolo.l4 0.282346 0.144113 1.959 0.057868 .
## ElDorado.l4 -0.224803 0.074855 -3.003 0.004837 **
## Shasta.l4 0.508560 0.144467 3.520 0.001190 **
## Madera.l4 -0.087462 0.201299 -0.434 0.666527
## Kings.l4 -0.209786 0.144245 -1.454 0.154506
## Napa.l4 0.109910 0.057639 1.907 0.064542 .
## Humboldt.l4 0.034750 0.056311 0.617 0.541045
## Sutter.l4 0.400849 0.231558 1.731 0.091998 .
## Mendocino.l4 0.153550 0.043074 3.565 0.001050 **
## SanBenito.l4 -0.376152 0.097203 -3.870 0.000440 ***
## LosAngeles.l5 -0.140461 0.048249 -2.911 0.006144 **
## SanDiego.l5 -0.265500 0.090150 -2.945 0.005627 **
## Orange.l5 0.015418 0.053880 0.286 0.776404
## Riverside.l5 0.867111 0.119477 7.258 1.51e-08 ***
## SanBernadino.l5 -0.200723 0.093815 -2.140 0.039241 *
## SantaClara.l5 0.012046 0.031638 0.381 0.705641
## Alameda.l5 -0.078877 0.048129 -1.639 0.109955
## Sacramento.l5 0.147534 0.139821 1.055 0.298381
## Fresno.l5 0.034907 0.184075 0.190 0.850661
## Kern.l5 -0.452083 0.161397 -2.801 0.008144 **
## SanFrancisco.l5 -0.020798 0.028165 -0.738 0.465044
## Ventura.l5 -0.335436 0.073971 -4.535 6.17e-05 ***
## SanJoaquin.l5 0.140226 0.127779 1.097 0.279750
## SanMateo.l5 0.090510 0.036569 2.475 0.018165 *
## Stanislaus.l5 -0.082505 0.113109 -0.729 0.470459
## Sonoma.l5 0.016894 0.066231 0.255 0.800118
## Tulare.l5 -0.335688 0.251934 -1.332 0.191087
## Solano.l5 -0.458492 0.107265 -4.274 0.000134 ***
## SantaBarbara.l5 0.149243 0.070658 2.112 0.041675 *
## Monterey.l5 0.084102 0.053720 1.566 0.126198
## Placer.l5 -0.036424 0.094813 -0.384 0.703112
## SanLuisObispo.l5 0.195892 0.083821 2.337 0.025118 *
## SantaCruz.l5 0.011908 0.029315 0.406 0.686987
## Marin.l5 -0.066300 0.027996 -2.368 0.023367 *
## Butte.l5 0.396700 0.163248 2.430 0.020212 *
## Yolo.l5 0.431064 0.141116 3.055 0.004224 **
## ElDorado.l5 0.144520 0.095490 1.513 0.138896
## Shasta.l5 0.129230 0.143970 0.898 0.375355
## Madera.l5 -0.680122 0.195734 -3.475 0.001351 **
## Kings.l5 -0.137448 0.133909 -1.026 0.311536
## Napa.l5 0.044357 0.055791 0.795 0.431792
## Humboldt.l5 -0.176213 0.056857 -3.099 0.003754 **
## Sutter.l5 -0.286069 0.163341 -1.751 0.088402 .
## Mendocino.l5 -0.093858 0.049155 -1.909 0.064201 .
## SanBenito.l5 0.244266 0.100110 2.440 0.019743 *
## LosAngeles.l6 0.122671 0.049704 2.468 0.018472 *
## SanDiego.l6 0.103408 0.073073 1.415 0.165625
## Orange.l6 -0.109426 0.050167 -2.181 0.035778 *
## Riverside.l6 -0.323838 0.151589 -2.136 0.039526 *
## SanBernadino.l6 0.558865 0.102924 5.430 4.02e-06 ***
## SantaClara.l6 -0.022658 0.021014 -1.078 0.288102
## Alameda.l6 -0.087965 0.042502 -2.070 0.045717 *
## Sacramento.l6 -0.208317 0.130776 -1.593 0.119919
## Fresno.l6 0.065419 0.138945 0.471 0.640606
## Kern.l6 -0.146375 0.136448 -1.073 0.290520
## SanFrancisco.l6 -0.035882 0.030738 -1.167 0.250737
## Ventura.l6 0.283221 0.114999 2.463 0.018702 *
## SanJoaquin.l6 -0.073189 0.105548 -0.693 0.492494
## SanMateo.l6 -0.020570 0.031380 -0.656 0.516304
## Stanislaus.l6 -0.562371 0.151222 -3.719 0.000679 ***
## Sonoma.l6 0.143544 0.070082 2.048 0.047883 *
## Tulare.l6 -0.202524 0.207718 -0.975 0.336069
## Solano.l6 -0.087159 0.077511 -1.124 0.268257
## SantaBarbara.l6 -0.089575 0.081283 -1.102 0.277769
## Monterey.l6 0.049650 0.047383 1.048 0.301692
## Placer.l6 -0.067073 0.116298 -0.577 0.567711
## SanLuisObispo.l6 0.140651 0.069814 2.015 0.051459 .
## SantaCruz.l6 0.035308 0.027289 1.294 0.203950
## Marin.l6 0.059154 0.027768 2.130 0.040052 *
## Butte.l6 0.225413 0.116354 1.937 0.060586 .
## Yolo.l6 0.051237 0.111981 0.458 0.650026
## ElDorado.l6 -0.120074 0.079043 -1.519 0.137471
## Shasta.l6 -0.564915 0.134585 -4.197 0.000169 ***
## Madera.l6 0.432539 0.180103 2.402 0.021609 *
## Kings.l6 0.501846 0.111813 4.488 7.09e-05 ***
## Napa.l6 -0.035162 0.067281 -0.523 0.604443
## Humboldt.l6 -0.134776 0.062551 -2.155 0.037955 *
## Sutter.l6 0.276229 0.158324 1.745 0.089569 .
## Mendocino.l6 0.096180 0.035995 2.672 0.011254 *
## SanBenito.l6 -0.044925 0.052390 -0.858 0.396830
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 81.01 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 1.173e+07 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Madera:
## =======================================
## Madera = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.0361654 0.0716679 0.505 0.616897
## SanDiego.l1 -0.2532361 0.1503536 -1.684 0.100782
## Orange.l1 0.0210051 0.0991312 0.212 0.833387
## Riverside.l1 0.4851001 0.2482776 1.954 0.058521 .
## SanBernadino.l1 0.0559118 0.1328806 0.421 0.676426
## SantaClara.l1 0.0193805 0.0310350 0.624 0.536256
## Alameda.l1 -0.1391050 0.1043949 -1.332 0.191073
## Sacramento.l1 0.6341085 0.2872281 2.208 0.033724 *
## Fresno.l1 0.0347528 0.1898776 0.183 0.855803
## Kern.l1 0.2174682 0.1577115 1.379 0.176434
## SanFrancisco.l1 -0.0453571 0.0339144 -1.337 0.189482
## Ventura.l1 0.2196175 0.0951152 2.309 0.026796 *
## SanJoaquin.l1 -0.0567125 0.1246936 -0.455 0.651974
## SanMateo.l1 0.0720370 0.0482459 1.493 0.144119
## Stanislaus.l1 -0.1002106 0.1666767 -0.601 0.551456
## Sonoma.l1 -0.2404216 0.0864801 -2.780 0.008588 **
## Tulare.l1 -0.0481859 0.2918034 -0.165 0.869764
## Solano.l1 0.1382092 0.1412545 0.978 0.334386
## SantaBarbara.l1 0.0179974 0.0771737 0.233 0.816923
## Monterey.l1 0.0504842 0.1052081 0.480 0.634236
## Placer.l1 -0.4963611 0.2331138 -2.129 0.040142 *
## SanLuisObispo.l1 0.0060884 0.1031056 0.059 0.953239
## SantaCruz.l1 0.0351869 0.0559477 0.629 0.533369
## Marin.l1 0.0782045 0.0512313 1.526 0.135625
## Butte.l1 -0.0859373 0.1712347 -0.502 0.618816
## Yolo.l1 -0.3095829 0.1234280 -2.508 0.016780 *
## ElDorado.l1 -0.0150085 0.1276197 -0.118 0.907036
## Shasta.l1 0.0807891 0.2029787 0.398 0.692968
## Madera.l1 1.0036210 0.2962185 3.388 0.001717 **
## Kings.l1 -0.0227913 0.1186365 -0.192 0.848735
## Napa.l1 -0.1169774 0.0763793 -1.532 0.134379
## Humboldt.l1 -0.0909721 0.0770992 -1.180 0.245764
## Sutter.l1 -0.4380704 0.1824592 -2.401 0.021645 *
## Mendocino.l1 0.0149844 0.0439109 0.341 0.734902
## SanBenito.l1 0.3045367 0.1165655 2.613 0.013028 *
## LosAngeles.l2 0.0848999 0.0703542 1.207 0.235398
## SanDiego.l2 0.3140869 0.1509275 2.081 0.044604 *
## Orange.l2 -0.1831857 0.1040016 -1.761 0.086667 .
## Riverside.l2 -0.4628529 0.2332877 -1.984 0.054916 .
## SanBernadino.l2 -0.0330188 0.1227621 -0.269 0.789492
## SantaClara.l2 -0.0953559 0.0500510 -1.905 0.064770 .
## Alameda.l2 0.1093883 0.1047867 1.044 0.303485
## Sacramento.l2 -0.7073089 0.2637762 -2.681 0.010993 *
## Fresno.l2 0.1528329 0.3443473 0.444 0.659819
## Kern.l2 0.3607280 0.2368933 1.523 0.136559
## SanFrancisco.l2 0.0126944 0.0546107 0.232 0.817502
## Ventura.l2 -0.2620567 0.1571480 -1.668 0.104077
## SanJoaquin.l2 -0.2679867 0.1805672 -1.484 0.146476
## SanMateo.l2 0.0885707 0.0617839 1.434 0.160328
## Stanislaus.l2 0.1809894 0.1823592 0.992 0.327584
## Sonoma.l2 0.0881380 0.0997285 0.884 0.382680
## Tulare.l2 -0.4572602 0.3556663 -1.286 0.206776
## Solano.l2 0.0619253 0.1566321 0.395 0.694914
## SantaBarbara.l2 0.1756383 0.0905612 1.939 0.060315 .
## Monterey.l2 -0.1136561 0.1040298 -1.093 0.281856
## Placer.l2 0.8258288 0.2378845 3.472 0.001363 **
## SanLuisObispo.l2 0.0560025 0.1092487 0.513 0.611352
## SantaCruz.l2 -0.0728218 0.0713368 -1.021 0.314153
## Marin.l2 -0.1460505 0.0659199 -2.216 0.033132 *
## Butte.l2 0.4299945 0.1902652 2.260 0.029970 *
## Yolo.l2 0.3737572 0.1494422 2.501 0.017072 *
## ElDorado.l2 -0.0669395 0.1234736 -0.542 0.591065
## Shasta.l2 -0.3841928 0.2391538 -1.606 0.116908
## Madera.l2 -0.2100490 0.3009149 -0.698 0.489640
## Kings.l2 -0.0101346 0.2004909 -0.051 0.959964
## Napa.l2 -0.0541938 0.0837757 -0.647 0.521806
## Humboldt.l2 -0.1539039 0.1061277 -1.450 0.155666
## Sutter.l2 0.4067513 0.2928774 1.389 0.173423
## Mendocino.l2 0.0419089 0.0566230 0.740 0.464015
## SanBenito.l2 -0.0143634 0.1151461 -0.125 0.901423
## LosAngeles.l3 0.1452325 0.0904354 1.606 0.117028
## SanDiego.l3 -0.1391439 0.1428321 -0.974 0.336469
## Orange.l3 0.1706820 0.0913800 1.868 0.069944 .
## Riverside.l3 0.1511442 0.1657764 0.912 0.367973
## SanBernadino.l3 -0.0389368 0.1343966 -0.290 0.773696
## SantaClara.l3 -0.0110677 0.0435895 -0.254 0.801011
## Alameda.l3 0.0785929 0.1044100 0.753 0.456504
## Sacramento.l3 0.4732522 0.2204505 2.147 0.038624 *
## Fresno.l3 0.1505514 0.2993612 0.503 0.618091
## Kern.l3 -0.1277233 0.2353751 -0.543 0.590723
## SanFrancisco.l3 -0.0002312 0.0533872 -0.004 0.996568
## Ventura.l3 -0.0748000 0.1487049 -0.503 0.618021
## SanJoaquin.l3 0.0511647 0.1922407 0.266 0.791643
## SanMateo.l3 -0.0135126 0.0464066 -0.291 0.772586
## Stanislaus.l3 -0.3402116 0.2171973 -1.566 0.126011
## Sonoma.l3 -0.0304925 0.1049039 -0.291 0.772971
## Tulare.l3 0.3085232 0.2856554 1.080 0.287301
## Solano.l3 -0.6484449 0.2206392 -2.939 0.005718 **
## SantaBarbara.l3 -0.1176968 0.0889672 -1.323 0.194203
## Monterey.l3 0.0277044 0.1197872 0.231 0.818407
## Placer.l3 -0.0841823 0.1351042 -0.623 0.537152
## SanLuisObispo.l3 -0.1226698 0.1384500 -0.886 0.381486
## SantaCruz.l3 0.0127016 0.0586506 0.217 0.829771
## Marin.l3 0.1476489 0.0723019 2.042 0.048518 *
## Butte.l3 -0.3809948 0.1578132 -2.414 0.020979 *
## Yolo.l3 -0.0661502 0.1517311 -0.436 0.665462
## ElDorado.l3 -0.1430383 0.1224648 -1.168 0.250486
## Shasta.l3 0.2724373 0.1995696 1.365 0.180685
## Madera.l3 -0.2762580 0.2746580 -1.006 0.321213
## Kings.l3 -0.0940253 0.2005788 -0.469 0.642060
## Napa.l3 -0.0287049 0.0929831 -0.309 0.759321
## Humboldt.l3 0.1442744 0.1040612 1.386 0.174140
## Sutter.l3 -0.1850256 0.3363255 -0.550 0.585622
## Mendocino.l3 -0.0455914 0.0510958 -0.892 0.378172
## SanBenito.l3 0.0172327 0.1386089 0.124 0.901749
## LosAngeles.l4 -0.1143001 0.0804433 -1.421 0.163957
## SanDiego.l4 -0.4635841 0.1531209 -3.028 0.004537 **
## Orange.l4 -0.0044222 0.0794653 -0.056 0.955929
## Riverside.l4 -0.3233463 0.2408876 -1.342 0.187899
## SanBernadino.l4 -0.1352000 0.1479944 -0.914 0.367032
## SantaClara.l4 0.0282514 0.0477127 0.592 0.557474
## Alameda.l4 0.0672482 0.0855863 0.786 0.437163
## Sacramento.l4 -0.0056338 0.1811800 -0.031 0.975365
## Fresno.l4 -0.1714528 0.2130510 -0.805 0.426247
## Kern.l4 -0.1678767 0.2010306 -0.835 0.409180
## SanFrancisco.l4 -0.0063819 0.0471830 -0.135 0.893161
## Ventura.l4 0.1994587 0.1489190 1.339 0.188843
## SanJoaquin.l4 0.0873551 0.1966708 0.444 0.659579
## SanMateo.l4 -0.0424299 0.0425713 -0.997 0.325573
## Stanislaus.l4 0.7357792 0.1707293 4.310 0.000121 ***
## Sonoma.l4 0.0629588 0.0889563 0.708 0.483658
## Tulare.l4 -0.6201818 0.2902606 -2.137 0.039495 *
## Solano.l4 0.2975829 0.1710713 1.740 0.090487 .
## SantaBarbara.l4 -0.0796103 0.1182385 -0.673 0.505054
## Monterey.l4 0.1937570 0.0960413 2.017 0.051153 .
## Placer.l4 -0.4309038 0.1641101 -2.626 0.012616 *
## SanLuisObispo.l4 -0.0769007 0.1401808 -0.549 0.586678
## SantaCruz.l4 0.0868486 0.0524235 1.657 0.106277
## Marin.l4 -0.0373151 0.0536730 -0.695 0.491374
## Butte.l4 0.4248380 0.1597914 2.659 0.011631 *
## Yolo.l4 0.3554543 0.2175808 1.634 0.111046
## ElDorado.l4 0.0214577 0.1130162 0.190 0.850482
## Shasta.l4 0.0029480 0.2181155 0.014 0.989291
## Madera.l4 0.6505898 0.3039204 2.141 0.039147 *
## Kings.l4 -0.2793835 0.2177801 -1.283 0.207736
## Napa.l4 0.0474962 0.0870234 0.546 0.588579
## Humboldt.l4 -0.1491398 0.0850182 -1.754 0.087904 .
## Sutter.l4 0.1360566 0.3496057 0.389 0.699442
## Mendocino.l4 -0.0042289 0.0650332 -0.065 0.948512
## SanBenito.l4 -0.0945096 0.1467570 -0.644 0.523666
## LosAngeles.l5 0.0780814 0.0728460 1.072 0.290912
## SanDiego.l5 0.2309520 0.1361075 1.697 0.098359 .
## Orange.l5 -0.1462162 0.0813485 -1.797 0.080664 .
## Riverside.l5 0.0548860 0.1803867 0.304 0.762675
## SanBernadino.l5 0.3622335 0.1416413 2.557 0.014903 *
## SantaClara.l5 -0.0465532 0.0477673 -0.975 0.336272
## Alameda.l5 -0.0886366 0.0726652 -1.220 0.230474
## Sacramento.l5 0.1086888 0.2111017 0.515 0.609795
## Fresno.l5 -0.1386885 0.2779159 -0.499 0.620794
## Kern.l5 -0.1367130 0.2436773 -0.561 0.578245
## SanFrancisco.l5 -0.0382820 0.0425231 -0.900 0.373963
## Ventura.l5 -0.1184881 0.1116812 -1.061 0.295779
## SanJoaquin.l5 0.1624713 0.1929207 0.842 0.405255
## SanMateo.l5 0.1420997 0.0552115 2.574 0.014324 *
## Stanislaus.l5 -0.4583416 0.1707710 -2.684 0.010925 *
## Sonoma.l5 -0.0166525 0.0999949 -0.167 0.868669
## Tulare.l5 0.1813496 0.3803687 0.477 0.636405
## Solano.l5 -0.0196851 0.1619487 -0.122 0.903930
## SantaBarbara.l5 0.0298840 0.1066796 0.280 0.780983
## Monterey.l5 -0.1131855 0.0811058 -1.396 0.171405
## Placer.l5 0.0372102 0.1431488 0.260 0.796390
## SanLuisObispo.l5 0.1449440 0.1265526 1.145 0.259631
## SantaCruz.l5 -0.0454258 0.0442601 -1.026 0.311580
## Marin.l5 -0.0540694 0.0422687 -1.279 0.209017
## Butte.l5 0.4007173 0.2464721 1.626 0.112713
## Yolo.l5 -0.1469273 0.2130558 -0.690 0.494855
## ElDorado.l5 0.0939797 0.1441711 0.652 0.518630
## Shasta.l5 -0.2005307 0.2173660 -0.923 0.362385
## Madera.l5 -0.2148156 0.2955181 -0.727 0.471981
## Kings.l5 -0.0546645 0.2021753 -0.270 0.788411
## Napa.l5 0.0549703 0.0842336 0.653 0.518164
## Humboldt.l5 0.0939863 0.0858427 1.095 0.280846
## Sutter.l5 -0.2894180 0.2466123 -1.174 0.248271
## Mendocino.l5 -0.0562379 0.0742140 -0.758 0.453514
## SanBenito.l5 0.1612146 0.1511459 1.067 0.293247
## LosAngeles.l6 0.0178894 0.0750436 0.238 0.812933
## SanDiego.l6 0.1216985 0.1103260 1.103 0.277312
## Orange.l6 0.0910554 0.0757418 1.202 0.237141
## Riverside.l6 0.1350961 0.2288693 0.590 0.558693
## SanBernadino.l6 -0.1508322 0.1553949 -0.971 0.338205
## SantaClara.l6 0.0128807 0.0317263 0.406 0.687151
## Alameda.l6 -0.0678676 0.0641689 -1.058 0.297266
## Sacramento.l6 -0.2025813 0.1974449 -1.026 0.311730
## Fresno.l6 0.4049796 0.2097788 1.931 0.061450 .
## Kern.l6 -0.0184699 0.2060089 -0.090 0.929058
## SanFrancisco.l6 -0.0274726 0.0464076 -0.592 0.557561
## Ventura.l6 0.0235850 0.1736248 0.136 0.892705
## SanJoaquin.l6 -0.3229407 0.1593558 -2.027 0.050167 .
## SanMateo.l6 -0.1155121 0.0473780 -2.438 0.019831 *
## Stanislaus.l6 -0.2134398 0.2283152 -0.935 0.356096
## Sonoma.l6 0.1958297 0.1058096 1.851 0.072421 .
## Tulare.l6 -0.1739019 0.3136119 -0.555 0.582657
## Solano.l6 -0.0080625 0.1170264 -0.069 0.945455
## SantaBarbara.l6 0.0334709 0.1227210 0.273 0.786611
## Monterey.l6 0.1995831 0.0715380 2.790 0.008377 **
## Placer.l6 -0.1709511 0.1755868 -0.974 0.336752
## SanLuisObispo.l6 0.1265193 0.1054055 1.200 0.237858
## SantaCruz.l6 0.0744859 0.0412008 1.808 0.078987 .
## Marin.l6 0.0587056 0.0419242 1.400 0.169990
## Butte.l6 -0.5522075 0.1756716 -3.143 0.003337 **
## Yolo.l6 0.0969750 0.1690682 0.574 0.569815
## ElDorado.l6 -0.1497575 0.1193384 -1.255 0.217602
## Shasta.l6 0.2740426 0.2031964 1.349 0.185870
## Madera.l6 0.0614551 0.2719184 0.226 0.822475
## Kings.l6 0.2723501 0.1688155 1.613 0.115412
## Napa.l6 -0.2012684 0.1015801 -1.981 0.055226 .
## Humboldt.l6 0.0170441 0.0944395 0.180 0.857791
## Sutter.l6 0.2452356 0.2390375 1.026 0.311769
## Mendocino.l6 0.0425648 0.0543457 0.783 0.438619
## SanBenito.l6 0.0412830 0.0790976 0.522 0.604919
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 122.3 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 4.732e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Kings:
## ======================================
## Kings = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.144955 0.083926 1.727 0.09271 .
## SanDiego.l1 0.122321 0.176070 0.695 0.49168
## Orange.l1 -0.274331 0.116086 -2.363 0.02364 *
## Riverside.l1 -0.115952 0.290743 -0.399 0.69239
## SanBernadino.l1 0.127391 0.155608 0.819 0.41837
## SantaClara.l1 -0.013646 0.036343 -0.375 0.70950
## Alameda.l1 0.321134 0.122250 2.627 0.01258 *
## Sacramento.l1 -0.245089 0.336355 -0.729 0.47092
## Fresno.l1 0.133864 0.222354 0.602 0.55093
## Kern.l1 -0.054776 0.184686 -0.297 0.76849
## SanFrancisco.l1 -0.049381 0.039715 -1.243 0.22176
## Ventura.l1 0.120962 0.111384 1.086 0.28470
## SanJoaquin.l1 -0.254628 0.146021 -1.744 0.08973 .
## SanMateo.l1 -0.084012 0.056498 -1.487 0.14573
## Stanislaus.l1 0.176310 0.195185 0.903 0.37237
## Sonoma.l1 0.089190 0.101272 0.881 0.38432
## Tulare.l1 0.093655 0.341713 0.274 0.78559
## Solano.l1 -0.270377 0.165415 -1.635 0.11086
## SantaBarbara.l1 0.215091 0.090373 2.380 0.02273 *
## Monterey.l1 0.198601 0.123203 1.612 0.11570
## Placer.l1 0.094249 0.272985 0.345 0.73191
## SanLuisObispo.l1 -0.001368 0.120741 -0.011 0.99102
## SantaCruz.l1 -0.098644 0.065517 -1.506 0.14089
## Marin.l1 -0.019171 0.059994 -0.320 0.75115
## Butte.l1 -0.304090 0.200523 -1.516 0.13813
## Yolo.l1 -0.110822 0.144539 -0.767 0.44824
## ElDorado.l1 0.040957 0.149448 0.274 0.78561
## Shasta.l1 0.190014 0.237696 0.799 0.42930
## Madera.l1 -0.220480 0.346884 -0.636 0.52905
## Kings.l1 0.707074 0.138928 5.090 1.14e-05 ***
## Napa.l1 -0.073678 0.089443 -0.824 0.41551
## Humboldt.l1 -0.239216 0.090286 -2.650 0.01190 *
## Sutter.l1 -0.198097 0.213667 -0.927 0.36003
## Mendocino.l1 0.185717 0.051421 3.612 0.00092 ***
## SanBenito.l1 0.024599 0.136503 0.180 0.85800
## LosAngeles.l2 -0.034442 0.082388 -0.418 0.67840
## SanDiego.l2 -0.060367 0.176742 -0.342 0.73467
## Orange.l2 0.179465 0.121790 1.474 0.14929
## Riverside.l2 0.075104 0.273189 0.275 0.78495
## SanBernadino.l2 -0.060306 0.143759 -0.419 0.67735
## SantaClara.l2 -0.008020 0.058612 -0.137 0.89193
## Alameda.l2 -0.132582 0.122709 -1.080 0.28712
## Sacramento.l2 -0.282286 0.308892 -0.914 0.36687
## Fresno.l2 0.469341 0.403244 1.164 0.25212
## Kern.l2 0.095903 0.277411 0.346 0.73158
## SanFrancisco.l2 0.067148 0.063951 1.050 0.30073
## Ventura.l2 -0.268803 0.184027 -1.461 0.15278
## SanJoaquin.l2 -0.064638 0.211451 -0.306 0.76161
## SanMateo.l2 -0.062874 0.072351 -0.869 0.39060
## Stanislaus.l2 -0.022367 0.213550 -0.105 0.91716
## Sonoma.l2 -0.090261 0.116786 -0.773 0.44464
## Tulare.l2 -0.109755 0.416499 -0.264 0.79365
## Solano.l2 0.006016 0.183422 0.033 0.97402
## SantaBarbara.l2 0.093699 0.106051 0.884 0.38281
## Monterey.l2 0.066775 0.121823 0.548 0.58699
## Placer.l2 0.170330 0.278572 0.611 0.54475
## SanLuisObispo.l2 0.016774 0.127935 0.131 0.89641
## SantaCruz.l2 0.015118 0.083538 0.181 0.85741
## Marin.l2 0.031554 0.077195 0.409 0.68514
## Butte.l2 0.083728 0.222808 0.376 0.70928
## Yolo.l2 0.068017 0.175003 0.389 0.69982
## ElDorado.l2 0.034539 0.144592 0.239 0.81256
## Shasta.l2 -0.045942 0.280058 -0.164 0.87061
## Madera.l2 0.420442 0.352383 1.193 0.24062
## Kings.l2 -0.450210 0.234783 -1.918 0.06313 .
## Napa.l2 -0.094779 0.098105 -0.966 0.34044
## Humboldt.l2 0.168821 0.124280 1.358 0.18279
## Sutter.l2 -0.159201 0.342971 -0.464 0.64531
## Mendocino.l2 0.020920 0.066308 0.316 0.75420
## SanBenito.l2 0.071185 0.134841 0.528 0.60079
## LosAngeles.l3 -0.075477 0.105903 -0.713 0.48063
## SanDiego.l3 -0.054142 0.167262 -0.324 0.74804
## Orange.l3 0.092637 0.107010 0.866 0.39239
## Riverside.l3 0.106544 0.194131 0.549 0.58651
## SanBernadino.l3 -0.196430 0.157384 -1.248 0.22005
## SantaClara.l3 0.000944 0.051045 0.018 0.98535
## Alameda.l3 0.146613 0.122268 1.199 0.23832
## Sacramento.l3 0.062240 0.258156 0.241 0.81085
## Fresno.l3 -0.275134 0.350564 -0.785 0.43769
## Kern.l3 -0.374355 0.275633 -1.358 0.18286
## SanFrancisco.l3 -0.038993 0.062519 -0.624 0.53675
## Ventura.l3 -0.048119 0.174139 -0.276 0.78388
## SanJoaquin.l3 0.047858 0.225122 0.213 0.83285
## SanMateo.l3 0.077423 0.054344 1.425 0.16286
## Stanislaus.l3 0.220908 0.254347 0.869 0.39086
## Sonoma.l3 0.045394 0.122847 0.370 0.71391
## Tulare.l3 -0.115422 0.334514 -0.345 0.73207
## Solano.l3 -0.169889 0.258377 -0.658 0.51503
## SantaBarbara.l3 -0.097572 0.104184 -0.937 0.35524
## Monterey.l3 -0.029247 0.140276 -0.208 0.83602
## Placer.l3 -0.268214 0.158212 -1.695 0.09866 .
## SanLuisObispo.l3 0.039765 0.162130 0.245 0.80764
## SantaCruz.l3 0.016125 0.068682 0.235 0.81571
## Marin.l3 0.006190 0.084668 0.073 0.94212
## Butte.l3 -0.366125 0.184806 -1.981 0.05525 .
## Yolo.l3 0.085247 0.177683 0.480 0.63429
## ElDorado.l3 0.201273 0.143411 1.403 0.16904
## Shasta.l3 0.352024 0.233704 1.506 0.14072
## Madera.l3 0.309980 0.321635 0.964 0.34160
## Kings.l3 -0.086282 0.234886 -0.367 0.71552
## Napa.l3 -0.186333 0.108887 -1.711 0.09564 .
## Humboldt.l3 0.183161 0.121860 1.503 0.14155
## Sutter.l3 0.462872 0.393850 1.175 0.24761
## Mendocino.l3 -0.109491 0.059835 -1.830 0.07556 .
## SanBenito.l3 -0.098763 0.162317 -0.608 0.54670
## LosAngeles.l4 0.000739 0.094202 0.008 0.99378
## SanDiego.l4 -0.105161 0.179311 -0.586 0.56122
## Orange.l4 -0.137361 0.093057 -1.476 0.14861
## Riverside.l4 0.137167 0.282089 0.486 0.62973
## SanBernadino.l4 0.031623 0.173307 0.182 0.85624
## SantaClara.l4 -0.016320 0.055873 -0.292 0.77190
## Alameda.l4 -0.060462 0.100225 -0.603 0.55011
## Sacramento.l4 0.334970 0.212169 1.579 0.12313
## Fresno.l4 -0.159865 0.249491 -0.641 0.52573
## Kern.l4 0.054554 0.235415 0.232 0.81805
## SanFrancisco.l4 0.095032 0.055253 1.720 0.09403 .
## Ventura.l4 -0.081625 0.174390 -0.468 0.64256
## SanJoaquin.l4 0.293000 0.230309 1.272 0.21146
## SanMateo.l4 0.070609 0.049853 1.416 0.16527
## Stanislaus.l4 0.279280 0.199931 1.397 0.17100
## Sonoma.l4 -0.103493 0.104171 -0.993 0.32710
## Tulare.l4 -0.038941 0.339907 -0.115 0.90943
## Solano.l4 0.248457 0.200331 1.240 0.22291
## SantaBarbara.l4 0.205501 0.138462 1.484 0.14647
## Monterey.l4 0.151148 0.112468 1.344 0.18738
## Placer.l4 -0.346606 0.192179 -1.804 0.07967 .
## SanLuisObispo.l4 0.211140 0.164157 1.286 0.20658
## SantaCruz.l4 -0.011278 0.061390 -0.184 0.85527
## Marin.l4 -0.116236 0.062853 -1.849 0.07264 .
## Butte.l4 0.235829 0.187122 1.260 0.21567
## Yolo.l4 -0.213288 0.254796 -0.837 0.40806
## ElDorado.l4 -0.074502 0.132347 -0.563 0.57697
## Shasta.l4 -0.093595 0.255422 -0.366 0.71619
## Madera.l4 -0.820588 0.355903 -2.306 0.02700 *
## Kings.l4 -0.015539 0.255029 -0.061 0.95175
## Napa.l4 0.031394 0.101908 0.308 0.75981
## Humboldt.l4 -0.098817 0.099560 -0.993 0.32756
## Sutter.l4 -0.038033 0.409402 -0.093 0.92650
## Mendocino.l4 0.218612 0.076157 2.871 0.00682 **
## SanBenito.l4 -0.002681 0.171858 -0.016 0.98764
## LosAngeles.l5 0.035328 0.085306 0.414 0.68123
## SanDiego.l5 0.216387 0.159387 1.358 0.18303
## Orange.l5 -0.021173 0.095262 -0.222 0.82537
## Riverside.l5 -0.182750 0.211240 -0.865 0.39270
## SanBernadino.l5 0.154815 0.165868 0.933 0.35685
## SantaClara.l5 0.043356 0.055937 0.775 0.44335
## Alameda.l5 -0.276594 0.085094 -3.250 0.00250 **
## Sacramento.l5 0.140880 0.247208 0.570 0.57230
## Fresno.l5 -0.128915 0.325450 -0.396 0.69436
## Kern.l5 -0.177978 0.285356 -0.624 0.53675
## SanFrancisco.l5 -0.036047 0.049796 -0.724 0.47381
## Ventura.l5 0.110049 0.130783 0.841 0.40564
## SanJoaquin.l5 -0.270373 0.225918 -1.197 0.23922
## SanMateo.l5 -0.047465 0.064655 -0.734 0.46763
## Stanislaus.l5 -0.311419 0.199980 -1.557 0.12816
## Sonoma.l5 0.170938 0.117098 1.460 0.15302
## Tulare.l5 0.054684 0.445427 0.123 0.90297
## Solano.l5 -0.310763 0.189648 -1.639 0.11000
## SantaBarbara.l5 -0.064774 0.124926 -0.518 0.60728
## Monterey.l5 0.082791 0.094978 0.872 0.38916
## Placer.l5 -0.235001 0.167633 -1.402 0.16952
## SanLuisObispo.l5 0.105451 0.148198 0.712 0.48133
## SantaCruz.l5 -0.090739 0.051830 -1.751 0.08852 .
## Marin.l5 0.088989 0.049498 1.798 0.08060 .
## Butte.l5 0.152177 0.288629 0.527 0.60126
## Yolo.l5 -0.117026 0.249497 -0.469 0.64186
## ElDorado.l5 0.147589 0.168830 0.874 0.38781
## Shasta.l5 -0.133539 0.254544 -0.525 0.60306
## Madera.l5 0.771927 0.346063 2.231 0.03203 *
## Kings.l5 0.244193 0.236755 1.031 0.30923
## Napa.l5 0.086653 0.098641 0.878 0.38552
## Humboldt.l5 0.015933 0.100525 0.158 0.87495
## Sutter.l5 -0.151477 0.288793 -0.525 0.60313
## Mendocino.l5 0.020229 0.086907 0.233 0.81726
## SanBenito.l5 -0.130737 0.176998 -0.739 0.46492
## LosAngeles.l6 -0.046012 0.087879 -0.524 0.60378
## SanDiego.l6 0.090248 0.129196 0.699 0.48933
## Orange.l6 0.012978 0.088697 0.146 0.88448
## Riverside.l6 -0.407649 0.268015 -1.521 0.13700
## SanBernadino.l6 -0.094354 0.181974 -0.519 0.60728
## SantaClara.l6 0.039800 0.037153 1.071 0.29118
## Alameda.l6 0.042064 0.075144 0.560 0.57910
## Sacramento.l6 0.381328 0.231216 1.649 0.10780
## Fresno.l6 0.383111 0.245659 1.560 0.12762
## Kern.l6 0.004700 0.241245 0.019 0.98456
## SanFrancisco.l6 0.062638 0.054345 1.153 0.25667
## Ventura.l6 -0.096633 0.203321 -0.475 0.63746
## SanJoaquin.l6 0.002199 0.186612 0.012 0.99066
## SanMateo.l6 -0.061606 0.055482 -1.110 0.27420
## Stanislaus.l6 0.075285 0.267366 0.282 0.77988
## Sonoma.l6 -0.234349 0.123907 -1.891 0.06665 .
## Tulare.l6 0.343311 0.367252 0.935 0.35612
## Solano.l6 -0.043609 0.137043 -0.318 0.75216
## SantaBarbara.l6 -0.048226 0.143711 -0.336 0.73914
## Monterey.l6 -0.001148 0.083774 -0.014 0.98914
## Placer.l6 0.027028 0.205619 0.131 0.89615
## SanLuisObispo.l6 -0.074306 0.123434 -0.602 0.55096
## SantaCruz.l6 0.054245 0.048248 1.124 0.26833
## Marin.l6 -0.008805 0.049095 -0.179 0.85867
## Butte.l6 -0.129374 0.205718 -0.629 0.53339
## Yolo.l6 0.451070 0.197986 2.278 0.02875 *
## ElDorado.l6 -0.053129 0.139750 -0.380 0.70605
## Shasta.l6 -0.492280 0.237951 -2.069 0.04580 *
## Madera.l6 0.376101 0.318427 1.181 0.24530
## Kings.l6 -0.196456 0.197690 -0.994 0.32697
## Napa.l6 0.017194 0.118954 0.145 0.88588
## Humboldt.l6 0.004947 0.110592 0.045 0.96457
## Sutter.l6 -0.509791 0.279922 -1.821 0.07690 .
## Mendocino.l6 0.084238 0.063641 1.324 0.19397
## SanBenito.l6 0.255842 0.092626 2.762 0.00899 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 143.2 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 2.86e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Napa:
## =====================================
## Napa = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.589046 0.191564 3.075 0.004004 **
## SanDiego.l1 0.860477 0.401886 2.141 0.039109 *
## Orange.l1 0.299196 0.264972 1.129 0.266297
## Riverside.l1 -0.827092 0.663631 -1.246 0.220698
## SanBernadino.l1 -1.392162 0.355182 -3.920 0.000381 ***
## SantaClara.l1 0.009644 0.082955 0.116 0.908100
## Alameda.l1 0.051591 0.279041 0.185 0.854356
## Sacramento.l1 0.191610 0.767743 0.250 0.804334
## Fresno.l1 -1.523531 0.507531 -3.002 0.004854 **
## Kern.l1 0.931748 0.421553 2.210 0.033529 *
## SanFrancisco.l1 -0.177104 0.090651 -1.954 0.058543 .
## Ventura.l1 -0.105550 0.254237 -0.415 0.680487
## SanJoaquin.l1 0.087255 0.333298 0.262 0.794974
## SanMateo.l1 -0.050090 0.128958 -0.388 0.699990
## Stanislaus.l1 1.290234 0.445517 2.896 0.006389 **
## Sonoma.l1 -0.350548 0.231156 -1.516 0.138126
## Tulare.l1 1.636803 0.779973 2.099 0.042937 *
## Solano.l1 -0.712627 0.377565 -1.887 0.067185 .
## SantaBarbara.l1 0.274097 0.206281 1.329 0.192289
## Monterey.l1 -0.366171 0.281215 -1.302 0.201150
## Placer.l1 -0.706314 0.623099 -1.134 0.264476
## SanLuisObispo.l1 -0.548973 0.275595 -1.992 0.054003 .
## SantaCruz.l1 0.222960 0.149545 1.491 0.144692
## Marin.l1 0.101070 0.136938 0.738 0.465255
## Butte.l1 1.480330 0.457700 3.234 0.002614 **
## Yolo.l1 -0.589750 0.329915 -1.788 0.082265 .
## ElDorado.l1 -0.966836 0.341120 -2.834 0.007484 **
## Shasta.l1 0.239765 0.542550 0.442 0.661188
## Madera.l1 0.355328 0.791774 0.449 0.656284
## Kings.l1 -1.107586 0.317108 -3.493 0.001285 **
## Napa.l1 0.657053 0.204157 3.218 0.002729 **
## Humboldt.l1 -0.311273 0.206081 -1.510 0.139661
## Sutter.l1 -0.754718 0.487702 -1.547 0.130491
## Mendocino.l1 0.120579 0.117371 1.027 0.311119
## SanBenito.l1 0.985653 0.311572 3.163 0.003163 **
## LosAngeles.l2 -0.182819 0.188052 -0.972 0.337453
## SanDiego.l2 1.011013 0.403420 2.506 0.016865 *
## Orange.l2 0.056261 0.277990 0.202 0.840755
## Riverside.l2 0.203880 0.623564 0.327 0.745593
## SanBernadino.l2 0.140063 0.328136 0.427 0.672035
## SantaClara.l2 -0.371552 0.133783 -2.777 0.008649 **
## Alameda.l2 1.041527 0.280089 3.719 0.000679 ***
## Sacramento.l2 -0.220842 0.705058 -0.313 0.755917
## Fresno.l2 2.050273 0.920419 2.228 0.032252 *
## Kern.l2 0.554361 0.633201 0.875 0.387112
## SanFrancisco.l2 -0.146608 0.145971 -1.004 0.321908
## Ventura.l2 -1.320099 0.420047 -3.143 0.003343 **
## SanJoaquin.l2 -1.025629 0.482645 -2.125 0.040518 *
## SanMateo.l2 -0.294875 0.165145 -1.786 0.082598 .
## Stanislaus.l2 1.179335 0.487435 2.419 0.020721 *
## Sonoma.l2 0.659820 0.266568 2.475 0.018157 *
## Tulare.l2 -0.142505 0.950674 -0.150 0.881681
## Solano.l2 -0.778707 0.418668 -1.860 0.071077 .
## SantaBarbara.l2 0.249515 0.242065 1.031 0.309521
## Monterey.l2 -0.589436 0.278065 -2.120 0.040987 *
## Placer.l2 0.710956 0.635851 1.118 0.270923
## SanLuisObispo.l2 -0.573183 0.292015 -1.963 0.057426 .
## SantaCruz.l2 0.127815 0.190679 0.670 0.506933
## Marin.l2 -0.173154 0.176200 -0.983 0.332308
## Butte.l2 -1.079898 0.508567 -2.123 0.040661 *
## Yolo.l2 1.101783 0.399450 2.758 0.009074 **
## ElDorado.l2 -0.069474 0.330037 -0.211 0.834461
## Shasta.l2 -0.778295 0.639243 -1.218 0.231325
## Madera.l2 0.799565 0.804327 0.994 0.326820
## Kings.l2 -1.029483 0.535900 -1.921 0.062674 .
## Napa.l2 0.242380 0.223927 1.082 0.286270
## Humboldt.l2 -0.483059 0.283673 -1.703 0.097212 .
## Sutter.l2 -0.818517 0.782844 -1.046 0.302730
## Mendocino.l2 0.431223 0.151350 2.849 0.007205 **
## SanBenito.l2 0.175384 0.307779 0.570 0.572327
## LosAngeles.l3 0.144469 0.241728 0.598 0.553814
## SanDiego.l3 -0.795651 0.381782 -2.084 0.044313 *
## Orange.l3 0.082764 0.244253 0.339 0.736694
## Riverside.l3 -0.413212 0.443110 -0.933 0.357277
## SanBernadino.l3 0.075614 0.359234 0.210 0.834474
## SantaClara.l3 0.277402 0.116512 2.381 0.022684 *
## Alameda.l3 0.999403 0.279081 3.581 0.001003 **
## Sacramento.l3 -0.495911 0.589251 -0.842 0.405570
## Fresno.l3 -0.119340 0.800174 -0.149 0.882273
## Kern.l3 -2.131275 0.629143 -3.388 0.001720 **
## SanFrancisco.l3 0.172312 0.142701 1.208 0.235112
## Ventura.l3 -0.507811 0.397479 -1.278 0.209575
## SanJoaquin.l3 -0.530703 0.513848 -1.033 0.308585
## SanMateo.l3 -0.344831 0.124042 -2.780 0.008590 **
## Stanislaus.l3 0.275195 0.580555 0.474 0.638347
## Sonoma.l3 0.641708 0.280402 2.289 0.028081 *
## Tulare.l3 0.533818 0.763540 0.699 0.488960
## Solano.l3 -1.536059 0.589755 -2.605 0.013286 *
## SantaBarbara.l3 -0.086060 0.237804 -0.362 0.719545
## Monterey.l3 0.764676 0.320184 2.388 0.022297 *
## Placer.l3 0.013832 0.361125 0.038 0.969658
## SanLuisObispo.l3 0.824984 0.370068 2.229 0.032126 *
## SantaCruz.l3 -0.450823 0.156770 -2.876 0.006732 **
## Marin.l3 0.103339 0.193259 0.535 0.596131
## Butte.l3 -0.473855 0.421825 -1.123 0.268726
## Yolo.l3 0.549724 0.405568 1.355 0.183720
## ElDorado.l3 0.263978 0.327341 0.806 0.425289
## Shasta.l3 0.342537 0.533437 0.642 0.524856
## Madera.l3 0.494308 0.734144 0.673 0.505049
## Kings.l3 0.099799 0.536135 0.186 0.853376
## Napa.l3 -0.730507 0.248538 -2.939 0.005714 **
## Humboldt.l3 0.578973 0.278149 2.082 0.044558 *
## Sutter.l3 -1.162538 0.898977 -1.293 0.204187
## Mendocino.l3 -0.134311 0.136576 -0.983 0.331967
## SanBenito.l3 -0.009341 0.370493 -0.025 0.980025
## LosAngeles.l4 0.311039 0.215020 1.447 0.156673
## SanDiego.l4 -1.915307 0.409283 -4.680 3.98e-05 ***
## Orange.l4 0.213289 0.212406 1.004 0.322006
## Riverside.l4 0.682389 0.643878 1.060 0.296289
## SanBernadino.l4 -1.160916 0.395580 -2.935 0.005781 **
## SantaClara.l4 -0.163758 0.127533 -1.284 0.207329
## Alameda.l4 -0.243881 0.228767 -1.066 0.293491
## Sacramento.l4 -0.696491 0.484283 -1.438 0.159017
## Fresno.l4 -1.890486 0.569472 -3.320 0.002072 **
## Kern.l4 0.774691 0.537342 1.442 0.158028
## SanFrancisco.l4 -0.178017 0.126117 -1.412 0.166678
## Ventura.l4 0.593226 0.398051 1.490 0.144849
## SanJoaquin.l4 1.154361 0.525689 2.196 0.034626 *
## SanMateo.l4 0.040485 0.113790 0.356 0.724076
## Stanislaus.l4 1.745875 0.456349 3.826 0.000500 ***
## Sonoma.l4 -0.587611 0.237775 -2.471 0.018328 *
## Tulare.l4 -0.105288 0.775849 -0.136 0.892809
## Solano.l4 1.460364 0.457263 3.194 0.002916 **
## SantaBarbara.l4 -0.037404 0.316044 -0.118 0.906447
## Monterey.l4 0.762552 0.256713 2.970 0.005268 **
## Placer.l4 -0.072380 0.438656 -0.165 0.869864
## SanLuisObispo.l4 -0.386794 0.374695 -1.032 0.308821
## SantaCruz.l4 0.222182 0.140125 1.586 0.121575
## Marin.l4 0.041464 0.143465 0.289 0.774224
## Butte.l4 -0.172866 0.427113 -0.405 0.688069
## Yolo.l4 -0.060422 0.581580 -0.104 0.917830
## ElDorado.l4 0.324406 0.302085 1.074 0.290018
## Shasta.l4 1.149849 0.583010 1.972 0.056299 .
## Madera.l4 -1.244742 0.812361 -1.532 0.134202
## Kings.l4 -0.910723 0.582113 -1.565 0.126446
## Napa.l4 0.483014 0.232608 2.077 0.045044 *
## Humboldt.l4 0.346005 0.227248 1.523 0.136600
## Sutter.l4 1.285814 0.934475 1.376 0.177330
## Mendocino.l4 0.473615 0.173830 2.725 0.009873 **
## SanBenito.l4 -0.666111 0.392273 -1.698 0.098121 .
## LosAngeles.l5 -0.409620 0.194713 -2.104 0.042454 *
## SanDiego.l5 0.863078 0.363807 2.372 0.023140 *
## Orange.l5 0.377932 0.217440 1.738 0.090741 .
## Riverside.l5 2.158134 0.482163 4.476 7.36e-05 ***
## SanBernadino.l5 -0.300371 0.378599 -0.793 0.432758
## SantaClara.l5 -0.031205 0.127679 -0.244 0.808310
## Alameda.l5 -0.304560 0.194230 -1.568 0.125621
## Sacramento.l5 0.371672 0.564262 0.659 0.514288
## Fresno.l5 -0.094950 0.742852 -0.128 0.899004
## Kern.l5 0.763414 0.651335 1.172 0.248865
## SanFrancisco.l5 -0.078321 0.113662 -0.689 0.495198
## Ventura.l5 -0.676246 0.298517 -2.265 0.029606 *
## SanJoaquin.l5 -0.507294 0.515665 -0.984 0.331796
## SanMateo.l5 0.142388 0.147577 0.965 0.341063
## Stanislaus.l5 -0.417515 0.456460 -0.915 0.366446
## Sonoma.l5 0.525171 0.267280 1.965 0.057183 .
## Tulare.l5 -1.708629 1.016702 -1.681 0.101507
## Solano.l5 0.005981 0.432879 0.014 0.989052
## SantaBarbara.l5 0.697462 0.285148 2.446 0.019465 *
## Monterey.l5 -0.289838 0.216791 -1.337 0.189628
## Placer.l5 -0.219630 0.382628 -0.574 0.569535
## SanLuisObispo.l5 0.254099 0.338267 0.751 0.457429
## SantaCruz.l5 0.192098 0.118305 1.624 0.113153
## Marin.l5 -0.207224 0.112982 -1.834 0.074910 .
## Butte.l5 0.034450 0.658805 0.052 0.958585
## Yolo.l5 0.106089 0.569485 0.186 0.853264
## ElDorado.l5 -0.634853 0.385361 -1.647 0.108173
## Shasta.l5 0.568599 0.581006 0.979 0.334286
## Madera.l5 -0.395055 0.789902 -0.500 0.620026
## Kings.l5 -0.544903 0.540402 -1.008 0.320027
## Napa.l5 -0.346427 0.225151 -1.539 0.132636
## Humboldt.l5 -0.231228 0.229452 -1.008 0.320306
## Sutter.l5 -0.913546 0.659180 -1.386 0.174308
## Mendocino.l5 0.218714 0.198369 1.103 0.277536
## SanBenito.l5 0.275825 0.404004 0.683 0.499148
## LosAngeles.l6 0.292424 0.200587 1.458 0.153553
## SanDiego.l6 0.743897 0.294895 2.523 0.016211 *
## Orange.l6 0.041352 0.202453 0.204 0.839306
## Riverside.l6 -1.179833 0.611754 -1.929 0.061694 .
## SanBernadino.l6 0.832790 0.415361 2.005 0.052529 .
## SantaClara.l6 0.004227 0.084803 0.050 0.960520
## Alameda.l6 -0.427910 0.171520 -2.495 0.017328 *
## Sacramento.l6 -0.657339 0.527758 -1.246 0.220983
## Fresno.l6 0.526996 0.560726 0.940 0.353560
## Kern.l6 -1.759389 0.550649 -3.195 0.002905 **
## SanFrancisco.l6 0.309714 0.124045 2.497 0.017246 *
## Ventura.l6 -1.257763 0.464088 -2.710 0.010235 *
## SanJoaquin.l6 -0.472527 0.425948 -1.109 0.274633
## SanMateo.l6 0.129816 0.126639 1.025 0.312158
## Stanislaus.l6 -0.640466 0.610273 -1.049 0.300954
## Sonoma.l6 0.422839 0.282823 1.495 0.143612
## Tulare.l6 2.268629 0.838266 2.706 0.010334 *
## Solano.l6 -0.319999 0.312804 -1.023 0.313133
## SantaBarbara.l6 -0.751553 0.328026 -2.291 0.027914 *
## Monterey.l6 0.372231 0.191217 1.947 0.059413 .
## Placer.l6 0.913286 0.469333 1.946 0.059503 .
## SanLuisObispo.l6 0.336828 0.281742 1.196 0.239700
## SantaCruz.l6 -0.176468 0.110127 -1.602 0.117806
## Marin.l6 -0.013050 0.112061 -0.116 0.907942
## Butte.l6 -0.092879 0.469559 -0.198 0.844315
## Yolo.l6 -0.485606 0.451909 -1.075 0.289719
## ElDorado.l6 -0.126886 0.318984 -0.398 0.693140
## Shasta.l6 0.298074 0.543131 0.549 0.586526
## Madera.l6 -0.674300 0.726821 -0.928 0.359722
## Kings.l6 1.375968 0.451234 3.049 0.004284 **
## Napa.l6 0.141947 0.271517 0.523 0.604323
## Humboldt.l6 -0.231708 0.252431 -0.918 0.364776
## Sutter.l6 1.557726 0.638933 2.438 0.019834 *
## Mendocino.l6 0.354395 0.145263 2.440 0.019756 *
## SanBenito.l6 -0.057546 0.211423 -0.272 0.787034
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 326.9 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 4.237e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Humboldt:
## =========================================
## Humboldt = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.5843338 0.1976754 2.956 0.005470 **
## SanDiego.l1 0.1586302 0.4147076 0.383 0.704332
## Orange.l1 -0.1422969 0.2734250 -0.520 0.605954
## Riverside.l1 -0.6502975 0.6848029 -0.950 0.348641
## SanBernadino.l1 -0.6491763 0.3665132 -1.771 0.084990 .
## SantaClara.l1 0.0401033 0.0856011 0.468 0.642259
## Alameda.l1 0.9383409 0.2879435 3.259 0.002446 **
## Sacramento.l1 -0.7918233 0.7922369 -0.999 0.324234
## Fresno.l1 0.7104571 0.5237232 1.357 0.183371
## Kern.l1 -0.3770043 0.4350021 -0.867 0.391861
## SanFrancisco.l1 0.1243233 0.0935433 1.329 0.192195
## Ventura.l1 0.0791332 0.2623482 0.302 0.764667
## SanJoaquin.l1 0.5035088 0.3439318 1.464 0.151878
## SanMateo.l1 -0.3383433 0.1330726 -2.543 0.015449 *
## Stanislaus.l1 0.3872996 0.4597301 0.842 0.405098
## Sonoma.l1 0.4386193 0.2385308 1.839 0.074200 .
## Tulare.l1 0.1642927 0.8048566 0.204 0.839404
## Solano.l1 -1.4067447 0.3896102 -3.611 0.000923 ***
## SantaBarbara.l1 -0.1529929 0.2128618 -0.719 0.476939
## Monterey.l1 -0.1499746 0.2901865 -0.517 0.608442
## Placer.l1 0.7508757 0.6429779 1.168 0.250560
## SanLuisObispo.l1 -0.7991253 0.2843874 -2.810 0.007961 **
## SantaCruz.l1 0.4073240 0.1543157 2.640 0.012193 *
## Marin.l1 -0.3364859 0.1413070 -2.381 0.022665 *
## Butte.l1 0.1680590 0.4723022 0.356 0.724045
## Yolo.l1 0.3893553 0.3404409 1.144 0.260305
## ElDorado.l1 -0.5863123 0.3520026 -1.666 0.104464
## Shasta.l1 0.5463887 0.5598588 0.976 0.335607
## Madera.l1 1.0684076 0.8170344 1.308 0.199277
## Kings.l1 -0.5701813 0.3272249 -1.742 0.089963 .
## Napa.l1 0.2238585 0.2106704 1.063 0.295039
## Humboldt.l1 0.0432221 0.2126561 0.203 0.840085
## Sutter.l1 -2.5262835 0.5032617 -5.020 1.41e-05 ***
## Mendocino.l1 0.2028314 0.1211156 1.675 0.102662
## SanBenito.l1 0.3905389 0.3215126 1.215 0.232391
## LosAngeles.l2 0.0522436 0.1940520 0.269 0.789294
## SanDiego.l2 0.2024549 0.4162906 0.486 0.629680
## Orange.l2 0.0948752 0.2868588 0.331 0.742759
## Riverside.l2 -0.2665894 0.6434577 -0.414 0.681107
## SanBernadino.l2 0.2959442 0.3386043 0.874 0.387905
## SantaClara.l2 -0.4077416 0.1380515 -2.954 0.005505 **
## Alameda.l2 0.1173882 0.2890243 0.406 0.687034
## Sacramento.l2 -1.9310158 0.7275514 -2.654 0.011763 *
## Fresno.l2 2.3525735 0.9497839 2.477 0.018083 *
## Kern.l2 -0.6859780 0.6534027 -1.050 0.300782
## SanFrancisco.l2 -0.0272384 0.1506280 -0.181 0.857514
## Ventura.l2 -1.1472760 0.4334479 -2.647 0.011976 *
## SanJoaquin.l2 -0.8031079 0.4980432 -1.613 0.115581
## SanMateo.l2 -0.2355760 0.1704133 -1.382 0.175372
## Stanislaus.l2 0.9204227 0.5029857 1.830 0.075553 .
## Sonoma.l2 -0.0414345 0.2750725 -0.151 0.881108
## Tulare.l2 -0.6785136 0.9810042 -0.692 0.493593
## Solano.l2 0.3322087 0.4320251 0.769 0.446935
## SantaBarbara.l2 -0.3945099 0.2497874 -1.579 0.122996
## Monterey.l2 0.2950603 0.2869366 1.028 0.310663
## Placer.l2 0.4805297 0.6561364 0.732 0.468689
## SanLuisObispo.l2 0.3657842 0.3013314 1.214 0.232692
## SantaCruz.l2 0.1101023 0.1967622 0.560 0.579238
## Marin.l2 0.1635414 0.1818213 0.899 0.374384
## Butte.l2 0.0542180 0.5247924 0.103 0.918288
## Yolo.l2 0.8212819 0.4121937 1.992 0.053944 .
## ElDorado.l2 0.6616395 0.3405666 1.943 0.059898 .
## Shasta.l2 -2.0546870 0.6596375 -3.115 0.003601 **
## Madera.l2 0.6121657 0.8299880 0.738 0.465563
## Kings.l2 -0.4122556 0.5529969 -0.745 0.460813
## Napa.l2 0.3780025 0.2310713 1.636 0.110582
## Humboldt.l2 -0.0193192 0.2927229 -0.066 0.947744
## Sutter.l2 -0.7132749 0.8078189 -0.883 0.383114
## Mendocino.l2 -0.0866994 0.1561783 -0.555 0.582238
## SanBenito.l2 0.3472386 0.3175978 1.093 0.281512
## LosAngeles.l3 0.0361201 0.2494402 0.145 0.885673
## SanDiego.l3 0.1038097 0.3939617 0.264 0.793666
## Orange.l3 -0.0986480 0.2520457 -0.391 0.697816
## Riverside.l3 0.7226474 0.4572469 1.580 0.122756
## SanBernadino.l3 -0.3382723 0.3706946 -0.913 0.367557
## SantaClara.l3 0.1394672 0.1202292 1.160 0.253680
## Alameda.l3 0.2088309 0.2879851 0.725 0.473051
## Sacramento.l3 0.7465000 0.6080498 1.228 0.227529
## Fresno.l3 0.0039940 0.8257026 0.005 0.996167
## Kern.l3 -0.2385213 0.6492150 -0.367 0.715472
## SanFrancisco.l3 0.0005000 0.1472534 0.003 0.997309
## Ventura.l3 0.3794895 0.4101602 0.925 0.361011
## SanJoaquin.l3 -0.3953828 0.5302412 -0.746 0.460711
## SanMateo.l3 0.1172656 0.1279992 0.916 0.365688
## Stanislaus.l3 -0.1039648 0.5990769 -0.174 0.863198
## Sonoma.l3 0.0015972 0.2893476 0.006 0.995626
## Tulare.l3 -1.1290590 0.7878991 -1.433 0.160486
## Solano.l3 0.3133236 0.6085703 0.515 0.609803
## SantaBarbara.l3 -0.0051429 0.2453907 -0.021 0.983395
## Monterey.l3 0.0396186 0.3303989 0.120 0.905220
## Placer.l3 -1.2178651 0.3726463 -3.268 0.002385 **
## SanLuisObispo.l3 0.4540982 0.3818749 1.189 0.242174
## SantaCruz.l3 -0.0066928 0.1617711 -0.041 0.967228
## Marin.l3 -0.1600423 0.1994241 -0.803 0.427517
## Butte.l3 -0.9700637 0.4352828 -2.229 0.032176 *
## Yolo.l3 0.3881670 0.4185069 0.928 0.359842
## ElDorado.l3 0.2161638 0.3377841 0.640 0.526259
## Shasta.l3 0.5307844 0.5504560 0.964 0.341347
## Madera.l3 1.2504978 0.7575659 1.651 0.107503
## Kings.l3 0.2697193 0.5532393 0.488 0.628841
## Napa.l3 -0.4521249 0.2564673 -1.763 0.086406 .
## Humboldt.l3 0.3784922 0.2870231 1.319 0.195603
## Sutter.l3 0.4384709 0.9276580 0.473 0.639306
## Mendocino.l3 -0.2931335 0.1409331 -2.080 0.044710 *
## SanBenito.l3 -0.5946812 0.3823132 -1.555 0.128580
## LosAngeles.l4 0.1640595 0.2218799 0.739 0.464454
## SanDiego.l4 -0.2831292 0.4223403 -0.670 0.506893
## Orange.l4 -0.3010999 0.2191825 -1.374 0.178017
## Riverside.l4 0.5474311 0.6644199 0.824 0.415408
## SanBernadino.l4 -0.5433482 0.4082004 -1.331 0.191531
## SantaClara.l4 -0.0476693 0.1316018 -0.362 0.719303
## Alameda.l4 0.0432946 0.2360653 0.183 0.855513
## Sacramento.l4 -0.8212032 0.4997333 -1.643 0.109031
## Fresno.l4 -0.2109943 0.5876405 -0.359 0.721653
## Kern.l4 -0.3383808 0.5544855 -0.610 0.545522
## SanFrancisco.l4 0.0100997 0.1301410 0.078 0.938572
## Ventura.l4 -0.3614330 0.4107507 -0.880 0.384732
## SanJoaquin.l4 0.4137716 0.5424604 0.763 0.450571
## SanMateo.l4 0.1667999 0.1174207 1.421 0.164057
## Stanislaus.l4 0.7747250 0.4709082 1.645 0.108639
## Sonoma.l4 -0.2520268 0.2453607 -1.027 0.311194
## Tulare.l4 -0.6204234 0.8006010 -0.775 0.443431
## Solano.l4 0.0871596 0.4718513 0.185 0.854487
## SantaBarbara.l4 0.6820044 0.3261271 2.091 0.043627 *
## Monterey.l4 0.3744859 0.2649027 1.414 0.166047
## Placer.l4 0.2739230 0.4526508 0.605 0.548873
## SanLuisObispo.l4 0.1917082 0.3866487 0.496 0.623035
## SantaCruz.l4 0.0593491 0.1445952 0.410 0.683909
## Marin.l4 -0.3706312 0.1480416 -2.504 0.016968 *
## Butte.l4 0.0708936 0.4407389 0.161 0.873109
## Yolo.l4 -0.6641986 0.6001346 -1.107 0.275743
## ElDorado.l4 -0.1441246 0.3117231 -0.462 0.646614
## Shasta.l4 1.7851972 0.6016095 2.967 0.005311 **
## Madera.l4 -1.3211224 0.8382779 -1.576 0.123775
## Kings.l4 -0.6732659 0.6006843 -1.121 0.269781
## Napa.l4 0.0514287 0.2400291 0.214 0.831553
## Humboldt.l4 0.0598869 0.2344984 0.255 0.799881
## Sutter.l4 1.0222384 0.9642875 1.060 0.296161
## Mendocino.l4 0.3253571 0.1793756 1.814 0.078046 .
## SanBenito.l4 0.7567777 0.4047875 1.870 0.069695 .
## LosAngeles.l5 -0.0784151 0.2009249 -0.390 0.698636
## SanDiego.l5 0.9598022 0.3754137 2.557 0.014930 *
## Orange.l5 -0.0492213 0.2243766 -0.219 0.827602
## Riverside.l5 -0.7568294 0.4975453 -1.521 0.136964
## SanBernadino.l5 0.3297465 0.3906772 0.844 0.404222
## SantaClara.l5 -0.0554091 0.1317526 -0.421 0.676580
## Alameda.l5 -0.1215139 0.2004263 -0.606 0.548135
## Sacramento.l5 -0.1460348 0.5822637 -0.251 0.803391
## Fresno.l5 -0.1979177 0.7665518 -0.258 0.797729
## Kern.l5 0.4051452 0.6721143 0.603 0.550426
## SanFrancisco.l5 0.0055615 0.1172878 0.047 0.962443
## Ventura.l5 0.2535300 0.3080407 0.823 0.415904
## SanJoaquin.l5 -0.6592119 0.5321167 -1.239 0.223419
## SanMateo.l5 -0.0111661 0.1522852 -0.073 0.941955
## Stanislaus.l5 -0.5140794 0.4710231 -1.091 0.282343
## Sonoma.l5 -0.3228196 0.2758075 -1.170 0.249509
## Tulare.l5 -1.3576396 1.0491387 -1.294 0.203888
## Solano.l5 0.0127051 0.4466893 0.028 0.977466
## SantaBarbara.l5 0.1007588 0.2942453 0.342 0.734018
## Monterey.l5 -0.0792798 0.2237071 -0.354 0.725113
## Placer.l5 0.2807420 0.3948352 0.711 0.481644
## SanLuisObispo.l5 0.1653391 0.3490592 0.474 0.638595
## SantaCruz.l5 0.0003951 0.1220790 0.003 0.997435
## Marin.l5 -0.0821213 0.1165862 -0.704 0.485726
## Butte.l5 0.6970562 0.6798231 1.025 0.312039
## Yolo.l5 -0.4185940 0.5876538 -0.712 0.480862
## ElDorado.l5 -0.1605815 0.3976549 -0.404 0.688733
## Shasta.l5 -0.8818888 0.5995422 -1.471 0.149996
## Madera.l5 1.6829117 0.8151024 2.065 0.046216 *
## Kings.l5 0.6425802 0.5576430 1.152 0.256787
## Napa.l5 0.4426534 0.2323344 1.905 0.064760 .
## Humboldt.l5 0.2014728 0.2367725 0.851 0.400442
## Sutter.l5 0.5010505 0.6802096 0.737 0.466132
## Mendocino.l5 0.0321137 0.2046981 0.157 0.876214
## SanBenito.l5 -0.6965951 0.4168928 -1.671 0.103410
## LosAngeles.l6 0.4889163 0.2069865 2.362 0.023701 *
## SanDiego.l6 0.1006047 0.3043029 0.331 0.742858
## Orange.l6 0.6136823 0.2089120 2.938 0.005739 **
## Riverside.l6 -1.3149284 0.6312706 -2.083 0.044416 *
## SanBernadino.l6 -0.6458173 0.4286125 -1.507 0.140597
## SantaClara.l6 -0.0654076 0.0875081 -0.747 0.459649
## Alameda.l6 0.2744836 0.1769917 1.551 0.129691
## Sacramento.l6 1.5203834 0.5445954 2.792 0.008338 **
## Fresno.l6 2.0035946 0.5786150 3.463 0.001397 **
## Kern.l6 -0.2925839 0.5682168 -0.515 0.609759
## SanFrancisco.l6 0.0519243 0.1280022 0.406 0.687400
## Ventura.l6 -0.8981386 0.4788945 -1.875 0.068861 .
## SanJoaquin.l6 -0.0848367 0.4395376 -0.193 0.848033
## SanMateo.l6 -0.0205046 0.1306788 -0.157 0.876194
## Stanislaus.l6 0.6146960 0.6297423 0.976 0.335525
## Sonoma.l6 -0.3529892 0.2918456 -1.210 0.234351
## Tulare.l6 1.6038651 0.8650091 1.854 0.071923 .
## Solano.l6 -0.2253881 0.3227839 -0.698 0.489499
## SantaBarbara.l6 -0.3746600 0.3384908 -1.107 0.275698
## Monterey.l6 -0.1785686 0.1973171 -0.905 0.371492
## Placer.l6 1.2223138 0.4843060 2.524 0.016161 *
## SanLuisObispo.l6 -0.3649779 0.2907310 -1.255 0.217429
## SantaCruz.l6 -0.0083496 0.1136407 -0.073 0.941836
## Marin.l6 -0.2133323 0.1156360 -1.845 0.073298 .
## Butte.l6 -0.7771553 0.4845399 -1.604 0.117474
## Yolo.l6 0.0540738 0.4663264 0.116 0.908331
## ElDorado.l6 -1.1887442 0.3291610 -3.611 0.000921 ***
## Shasta.l6 0.3596522 0.5604592 0.642 0.525127
## Madera.l6 0.0166108 0.7500094 0.022 0.982453
## Kings.l6 -0.4585367 0.4656295 -0.985 0.331311
## Napa.l6 0.3129016 0.2801798 1.117 0.271483
## Humboldt.l6 -0.0018467 0.2604844 -0.007 0.994383
## Sutter.l6 -1.7325444 0.6593169 -2.628 0.012551 *
## Mendocino.l6 0.2856627 0.1498970 1.906 0.064696 .
## SanBenito.l6 0.3969347 0.2181681 1.819 0.077176 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 337.3 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 1.364e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Sutter:
## =======================================
## Sutter = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.0897876 0.0620690 1.447 0.156667
## SanDiego.l1 -0.2985068 0.1302160 -2.292 0.027834 *
## Orange.l1 -0.2188357 0.0858540 -2.549 0.015212 *
## Riverside.l1 0.3595719 0.2150245 1.672 0.103148
## SanBernadino.l1 -0.1125775 0.1150832 -0.978 0.334491
## SantaClara.l1 -0.0468264 0.0268783 -1.742 0.090018 .
## Alameda.l1 -0.0746362 0.0904127 -0.826 0.414522
## Sacramento.l1 -0.2757420 0.2487582 -1.108 0.275008
## Fresno.l1 -0.2163880 0.1644463 -1.316 0.196540
## Kern.l1 0.1935525 0.1365883 1.417 0.165065
## SanFrancisco.l1 -0.1174695 0.0293721 -3.999 0.000302 ***
## Ventura.l1 0.0265529 0.0823760 0.322 0.749061
## SanJoaquin.l1 -0.0981749 0.1079928 -0.909 0.369350
## SanMateo.l1 0.1472360 0.0417841 3.524 0.001178 **
## Stanislaus.l1 0.1054336 0.1443528 0.730 0.469879
## Sonoma.l1 -0.0200121 0.0748974 -0.267 0.790845
## Tulare.l1 -0.1000339 0.2527207 -0.396 0.694568
## Solano.l1 0.3049383 0.1223355 2.493 0.017418 *
## SantaBarbara.l1 0.1117417 0.0668375 1.672 0.103227
## Monterey.l1 -0.1209686 0.0911170 -1.328 0.192662
## Placer.l1 0.2044056 0.2018916 1.012 0.318079
## SanLuisObispo.l1 0.2424012 0.0892961 2.715 0.010123 *
## SantaCruz.l1 0.0265924 0.0484543 0.549 0.586521
## Marin.l1 -0.0318664 0.0443696 -0.718 0.477268
## Butte.l1 -0.1849998 0.1483004 -1.247 0.220281
## Yolo.l1 -0.1164942 0.1068966 -1.090 0.283050
## ElDorado.l1 0.3036747 0.1105269 2.748 0.009322 **
## Shasta.l1 0.0815641 0.1757927 0.464 0.645456
## Madera.l1 0.7875699 0.2565444 3.070 0.004058 **
## Kings.l1 0.1698095 0.1027469 1.653 0.107089
## Napa.l1 -0.1242506 0.0661494 -1.878 0.068453 .
## Humboldt.l1 -0.0498800 0.0667729 -0.747 0.459909
## Sutter.l1 0.4829513 0.1580215 3.056 0.004207 **
## Mendocino.l1 -0.0556825 0.0380297 -1.464 0.151822
## SanBenito.l1 0.1776877 0.1009532 1.760 0.086886 .
## LosAngeles.l2 -0.1115071 0.0609313 -1.830 0.075533 .
## SanDiego.l2 0.3699506 0.1307130 2.830 0.007561 **
## Orange.l2 -0.0525838 0.0900721 -0.584 0.562998
## Riverside.l2 0.2006631 0.2020423 0.993 0.327254
## SanBernadino.l2 0.1182032 0.1063200 1.112 0.273607
## SantaClara.l2 0.0705831 0.0433474 1.628 0.112180
## Alameda.l2 -0.0427780 0.0907521 -0.471 0.640220
## Sacramento.l2 -0.2862327 0.2284473 -1.253 0.218302
## Fresno.l2 -0.4846558 0.2982271 -1.625 0.112861
## Kern.l2 0.4164969 0.2051650 2.030 0.049790 *
## SanFrancisco.l2 -0.0404178 0.0472964 -0.855 0.398444
## Ventura.l2 0.0293437 0.1361003 0.216 0.830514
## SanJoaquin.l2 0.1269290 0.1563829 0.812 0.422324
## SanMateo.l2 0.0617455 0.0535089 1.154 0.256132
## Stanislaus.l2 -0.3103424 0.1579348 -1.965 0.057167 .
## Sonoma.l2 -0.1069080 0.0863713 -1.238 0.223813
## Tulare.l2 0.0367207 0.3080301 0.119 0.905771
## Solano.l2 -0.0086811 0.1356536 -0.064 0.949328
## SantaBarbara.l2 0.0486545 0.0784319 0.620 0.538941
## Monterey.l2 -0.1593213 0.0900966 -1.768 0.085478 .
## Placer.l2 0.0172151 0.2060234 0.084 0.933870
## SanLuisObispo.l2 0.0570766 0.0946165 0.603 0.550130
## SantaCruz.l2 -0.0561232 0.0617823 -0.908 0.369707
## Marin.l2 0.0196058 0.0570909 0.343 0.733285
## Butte.l2 0.1827408 0.1647820 1.109 0.274790
## Yolo.l2 0.1564930 0.1294266 1.209 0.234496
## ElDorado.l2 -0.1296483 0.1069361 -1.212 0.233260
## Shasta.l2 -0.5783877 0.2071227 -2.792 0.008322 **
## Madera.l2 -0.3787031 0.2606118 -1.453 0.154849
## Kings.l2 0.3053498 0.1736381 1.759 0.087155 .
## Napa.l2 -0.0395796 0.0725552 -0.546 0.588767
## Humboldt.l2 -0.0160902 0.0919134 -0.175 0.862015
## Sutter.l2 0.3811249 0.2536508 1.503 0.141675
## Mendocino.l2 0.0611259 0.0490392 1.246 0.220642
## SanBenito.l2 -0.0719986 0.0997240 -0.722 0.474972
## LosAngeles.l3 0.0287242 0.0783229 0.367 0.715959
## SanDiego.l3 0.0870128 0.1237019 0.703 0.486327
## Orange.l3 0.1193754 0.0791410 1.508 0.140182
## Riverside.l3 -0.3543438 0.1435731 -2.468 0.018471 *
## SanBernadino.l3 0.1543262 0.1163961 1.326 0.193235
## SantaClara.l3 -0.0349588 0.0377513 -0.926 0.360598
## Alameda.l3 0.1701905 0.0904258 1.882 0.067926 .
## Sacramento.l3 0.5716664 0.1909244 2.994 0.004952 **
## Fresno.l3 0.2559963 0.2592662 0.987 0.330043
## Kern.l3 -0.7415871 0.2038501 -3.638 0.000854 ***
## SanFrancisco.l3 0.1270094 0.0462368 2.747 0.009335 **
## Ventura.l3 -0.2044704 0.1287881 -1.588 0.121111
## SanJoaquin.l3 0.0509204 0.1664929 0.306 0.761487
## SanMateo.l3 -0.0488514 0.0401911 -1.215 0.232095
## Stanislaus.l3 -0.0434769 0.1881070 -0.231 0.818523
## Sonoma.l3 -0.0418217 0.0908536 -0.460 0.648055
## Tulare.l3 0.0841587 0.2473961 0.340 0.735699
## Solano.l3 -0.2744275 0.1910878 -1.436 0.159598
## SantaBarbara.l3 -0.0241680 0.0770514 -0.314 0.755589
## Monterey.l3 0.1136477 0.1037435 1.095 0.280587
## Placer.l3 -0.2325511 0.1170090 -1.987 0.054519 .
## SanLuisObispo.l3 -0.1987158 0.1199067 -1.657 0.106159
## SantaCruz.l3 -0.1141800 0.0507953 -2.248 0.030805 *
## Marin.l3 0.0059607 0.0626181 0.095 0.924691
## Butte.l3 0.1372044 0.1366765 1.004 0.322145
## Yolo.l3 -0.2575672 0.1314089 -1.960 0.057767 .
## ElDorado.l3 -0.0904504 0.1060624 -0.853 0.399406
## Shasta.l3 0.7125803 0.1728402 4.123 0.000210 ***
## Madera.l3 -0.3563794 0.2378717 -1.498 0.142799
## Kings.l3 -0.0679213 0.1737142 -0.391 0.698106
## Napa.l3 -0.0114251 0.0805294 -0.142 0.887969
## Humboldt.l3 -0.0036812 0.0901237 -0.041 0.967644
## Sutter.l3 0.0937289 0.2912797 0.322 0.749478
## Mendocino.l3 0.0260137 0.0442522 0.588 0.560303
## SanBenito.l3 0.0031595 0.1200443 0.026 0.979148
## LosAngeles.l4 -0.0401525 0.0696691 -0.576 0.567977
## SanDiego.l4 -0.2399690 0.1326126 -1.810 0.078722 .
## Orange.l4 -0.0200929 0.0688221 -0.292 0.771998
## Riverside.l4 -0.6072815 0.2086243 -2.911 0.006149 **
## SanBernadino.l4 -0.4210675 0.1281728 -3.285 0.002277 **
## SantaClara.l4 -0.0140664 0.0413223 -0.340 0.735528
## Alameda.l4 -0.1048494 0.0741233 -1.415 0.165798
## Sacramento.l4 0.3402482 0.1569136 2.168 0.036817 *
## Fresno.l4 -0.1002441 0.1845160 -0.543 0.590285
## Kern.l4 -0.0477335 0.1741055 -0.274 0.785525
## SanFrancisco.l4 0.0059452 0.0408636 0.145 0.885136
## Ventura.l4 0.0602886 0.1289735 0.467 0.642996
## SanJoaquin.l4 -0.0019149 0.1703297 -0.011 0.991092
## SanMateo.l4 0.0175118 0.0368695 0.475 0.637679
## Stanislaus.l4 0.4440478 0.1478627 3.003 0.004838 **
## Sonoma.l4 -0.0930984 0.0770420 -1.208 0.234767
## Tulare.l4 -0.5996015 0.2513845 -2.385 0.022457 *
## Solano.l4 0.1815294 0.1481588 1.225 0.228443
## SantaBarbara.l4 -0.0117219 0.1024022 -0.114 0.909502
## Monterey.l4 0.1629954 0.0831780 1.960 0.057821 .
## Placer.l4 0.1732555 0.1421300 1.219 0.230774
## SanLuisObispo.l4 0.1891920 0.1214056 1.558 0.127900
## SantaCruz.l4 0.0233192 0.0454021 0.514 0.610660
## Marin.l4 -0.1004498 0.0464843 -2.161 0.037429 *
## Butte.l4 0.2981215 0.1383897 2.154 0.037991 *
## Yolo.l4 -0.1170751 0.1884391 -0.621 0.538324
## ElDorado.l4 0.0578685 0.0978794 0.591 0.558066
## Shasta.l4 -0.0685985 0.1889022 -0.363 0.718622
## Madera.l4 0.7217532 0.2632148 2.742 0.009450 **
## Kings.l4 0.2326805 0.1886117 1.234 0.225328
## Napa.l4 0.0767226 0.0753679 1.018 0.315483
## Humboldt.l4 0.0152147 0.0736313 0.207 0.837461
## Sutter.l4 -0.5783737 0.3027812 -1.910 0.064099 .
## Mendocino.l4 -0.0544566 0.0563230 -0.967 0.340064
## SanBenito.l4 0.0849080 0.1271011 0.668 0.508372
## LosAngeles.l5 0.0668189 0.0630893 1.059 0.296602
## SanDiego.l5 0.2760106 0.1178779 2.341 0.024860 *
## Orange.l5 0.1459335 0.0704531 2.071 0.045551 *
## Riverside.l5 0.2554062 0.1562266 1.635 0.110797
## SanBernadino.l5 0.1180616 0.1226706 0.962 0.342255
## SantaClara.l5 0.0156817 0.0413696 0.379 0.706868
## Alameda.l5 -0.0328318 0.0629328 -0.522 0.605077
## Sacramento.l5 0.0993347 0.1828277 0.543 0.590255
## Fresno.l5 0.1907028 0.2406932 0.792 0.433372
## Kern.l5 0.5222593 0.2110403 2.475 0.018181 *
## SanFrancisco.l5 -0.0949672 0.0368277 -2.579 0.014152 *
## Ventura.l5 -0.1256319 0.0967231 -1.299 0.202243
## SanJoaquin.l5 0.0760353 0.1670818 0.455 0.651786
## SanMateo.l5 0.0071598 0.0478167 0.150 0.881811
## Stanislaus.l5 -0.3599366 0.1478988 -2.434 0.020039 *
## Sonoma.l5 -0.0689355 0.0866021 -0.796 0.431248
## Tulare.l5 0.2294831 0.3294240 0.697 0.490515
## Solano.l5 0.4015921 0.1402581 2.863 0.006950 **
## SantaBarbara.l5 -0.0603425 0.0923915 -0.653 0.517830
## Monterey.l5 -0.2453507 0.0702429 -3.493 0.001284 **
## Placer.l5 0.0979986 0.1239762 0.790 0.434434
## SanLuisObispo.l5 0.1034063 0.1096027 0.943 0.351733
## SantaCruz.l5 -0.0002192 0.0383321 -0.006 0.995469
## Marin.l5 0.0027378 0.0366074 0.075 0.940798
## Butte.l5 -0.2971112 0.2134608 -1.392 0.172500
## Yolo.l5 -0.1940237 0.1845202 -1.052 0.300034
## ElDorado.l5 -0.0708175 0.1248615 -0.567 0.574120
## Shasta.l5 -0.2079134 0.1882531 -1.104 0.276732
## Madera.l5 -0.0920612 0.2559378 -0.360 0.721172
## Kings.l5 -0.4002078 0.1750970 -2.286 0.028268 *
## Napa.l5 -0.0152993 0.0729518 -0.210 0.835070
## Humboldt.l5 0.3254047 0.0743453 4.377 9.9e-05 ***
## Sutter.l5 -0.1201876 0.2135822 -0.563 0.577111
## Mendocino.l5 0.0298342 0.0642741 0.464 0.645320
## SanBenito.l5 -0.0304566 0.1309021 -0.233 0.817338
## LosAngeles.l6 -0.0671727 0.0649927 -1.034 0.308243
## SanDiego.l6 -0.1147433 0.0955495 -1.201 0.237641
## Orange.l6 0.0083129 0.0655973 0.127 0.899862
## Riverside.l6 0.3257513 0.1982156 1.643 0.109003
## SanBernadino.l6 -0.1930879 0.1345821 -1.435 0.159997
## SantaClara.l6 0.0300790 0.0274771 1.095 0.280921
## Alameda.l6 -0.0188112 0.0555744 -0.338 0.736963
## Sacramento.l6 0.0790556 0.1710000 0.462 0.646639
## Fresno.l6 -0.3550831 0.1816820 -1.954 0.058453 .
## Kern.l6 -0.0295745 0.1784170 -0.166 0.869273
## SanFrancisco.l6 0.0997383 0.0401920 2.482 0.017886 *
## Ventura.l6 -0.0086700 0.1503703 -0.058 0.954340
## SanJoaquin.l6 -0.3155172 0.1380125 -2.286 0.028235 *
## SanMateo.l6 -0.1519438 0.0410325 -3.703 0.000710 ***
## Stanislaus.l6 0.2215170 0.1977357 1.120 0.270018
## Sonoma.l6 0.3344316 0.0916380 3.649 0.000827 ***
## Tulare.l6 0.0653225 0.2716083 0.241 0.811305
## Solano.l6 -0.1031480 0.1013524 -1.018 0.315604
## SantaBarbara.l6 0.0221699 0.1062843 0.209 0.835944
## Monterey.l6 0.1634183 0.0619565 2.638 0.012251 *
## Placer.l6 -0.5771290 0.1520695 -3.795 0.000546 ***
## SanLuisObispo.l6 -0.0611794 0.0912880 -0.670 0.507020
## SantaCruz.l6 0.0548519 0.0356826 1.537 0.132983
## Marin.l6 0.1122361 0.0363091 3.091 0.003836 **
## Butte.l6 -0.0532708 0.1521430 -0.350 0.728277
## Yolo.l6 0.4044763 0.1464240 2.762 0.008980 **
## ElDorado.l6 -0.0082941 0.1033548 -0.080 0.936484
## Shasta.l6 0.2034823 0.1759812 1.156 0.255185
## Madera.l6 -0.1491086 0.2354990 -0.633 0.530631
## Kings.l6 0.1740937 0.1462052 1.191 0.241545
## Napa.l6 -0.1561475 0.0879750 -1.775 0.084370 .
## Humboldt.l6 -0.1675700 0.0817907 -2.049 0.047829 *
## Sutter.l6 0.0811194 0.2070220 0.392 0.697487
## Mendocino.l6 0.0635330 0.0470669 1.350 0.185493
## SanBenito.l6 -0.0789417 0.0685036 -1.152 0.256763
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 105.9 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 7.595e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation Mendocino:
## ==========================================
## Mendocino = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 1.119067 0.285427 3.921 0.000380 ***
## SanDiego.l1 -0.632959 0.598803 -1.057 0.297535
## Orange.l1 -0.467508 0.394803 -1.184 0.244112
## Riverside.l1 -0.572611 0.988799 -0.579 0.566130
## SanBernadino.l1 -0.520214 0.529215 -0.983 0.332172
## SantaClara.l1 -0.061039 0.123601 -0.494 0.624419
## Alameda.l1 0.728445 0.415766 1.752 0.088280 .
## Sacramento.l1 -1.848784 1.143924 -1.616 0.114787
## Fresno.l1 -0.160412 0.756213 -0.212 0.833206
## Kern.l1 -0.215174 0.628107 -0.343 0.733910
## SanFrancisco.l1 -0.040355 0.135069 -0.299 0.766830
## Ventura.l1 0.224325 0.378809 0.592 0.557428
## SanJoaquin.l1 1.572893 0.496609 3.167 0.003131 **
## SanMateo.l1 0.006368 0.192146 0.033 0.973744
## Stanislaus.l1 0.198135 0.663812 0.298 0.767053
## Sonoma.l1 0.312966 0.344419 0.909 0.369564
## Tulare.l1 -2.200643 1.162146 -1.894 0.066336 .
## Solano.l1 -1.124202 0.562565 -1.998 0.053275 .
## SantaBarbara.l1 -0.455699 0.307355 -1.483 0.146870
## Monterey.l1 -0.065970 0.419005 -0.157 0.875775
## Placer.l1 1.068992 0.928407 1.151 0.257147
## SanLuisObispo.l1 -1.051614 0.410632 -2.561 0.014775 *
## SantaCruz.l1 0.629435 0.222819 2.825 0.007666 **
## Marin.l1 -0.299492 0.204036 -1.468 0.150831
## Butte.l1 1.106081 0.681965 1.622 0.113551
## Yolo.l1 -0.021775 0.491568 -0.044 0.964912
## ElDorado.l1 0.060073 0.508262 0.118 0.906572
## Shasta.l1 0.906568 0.808390 1.121 0.269521
## Madera.l1 1.951472 1.179730 1.654 0.106788
## Kings.l1 -0.642978 0.472486 -1.361 0.182023
## Napa.l1 0.140085 0.304191 0.461 0.647915
## Humboldt.l1 -0.096828 0.307058 -0.315 0.754322
## Sutter.l1 -1.931894 0.726668 -2.659 0.011635 *
## Mendocino.l1 0.436778 0.174881 2.498 0.017214 *
## SanBenito.l1 0.762362 0.464238 1.642 0.109261
## LosAngeles.l2 0.223362 0.280195 0.797 0.430581
## SanDiego.l2 1.497706 0.601089 2.492 0.017459 *
## Orange.l2 0.114884 0.414200 0.277 0.783088
## Riverside.l2 -1.122982 0.929099 -1.209 0.234666
## SanBernadino.l2 0.417305 0.488916 0.854 0.399009
## SantaClara.l2 -0.673657 0.199335 -3.380 0.001758 **
## Alameda.l2 -0.323836 0.417327 -0.776 0.442831
## Sacramento.l2 -3.042400 1.050524 -2.896 0.006388 **
## Fresno.l2 3.265105 1.371409 2.381 0.022686 *
## Kern.l2 0.173171 0.943459 0.184 0.855397
## SanFrancisco.l2 -0.085947 0.217494 -0.395 0.695049
## Ventura.l2 -1.336944 0.625863 -2.136 0.039537 *
## SanJoaquin.l2 -1.317631 0.719133 -1.832 0.075197 .
## SanMateo.l2 -0.253455 0.246063 -1.030 0.309861
## Stanislaus.l2 1.363660 0.726270 1.878 0.068553 .
## Sonoma.l2 0.003123 0.397182 0.008 0.993769
## Tulare.l2 -1.005874 1.416489 -0.710 0.482206
## Solano.l2 1.003741 0.623808 1.609 0.116340
## SantaBarbara.l2 -0.049614 0.360672 -0.138 0.891354
## Monterey.l2 -0.119819 0.414313 -0.289 0.774087
## Placer.l2 1.467918 0.947407 1.549 0.130031
## SanLuisObispo.l2 0.456327 0.435098 1.049 0.301264
## SantaCruz.l2 0.093843 0.284108 0.330 0.743083
## Marin.l2 0.250497 0.262535 0.954 0.346371
## Butte.l2 -0.217249 0.757757 -0.287 0.775986
## Yolo.l2 -0.176740 0.595174 -0.297 0.768208
## ElDorado.l2 0.232247 0.491750 0.472 0.639572
## Shasta.l2 -2.720770 0.952462 -2.857 0.007070 **
## Madera.l2 -0.121970 1.198434 -0.102 0.919500
## Kings.l2 0.245913 0.798482 0.308 0.759875
## Napa.l2 0.729314 0.333648 2.186 0.035410 *
## Humboldt.l2 -0.754351 0.422668 -1.785 0.082733 .
## Sutter.l2 -0.275327 1.166423 -0.236 0.814737
## Mendocino.l2 0.195029 0.225509 0.865 0.392854
## SanBenito.l2 0.141871 0.458585 0.309 0.758826
## LosAngeles.l3 -0.290966 0.360171 -0.808 0.424481
## SanDiego.l3 1.171279 0.568848 2.059 0.046781 *
## Orange.l3 0.326558 0.363933 0.897 0.375519
## Riverside.l3 -0.219032 0.660227 -0.332 0.742000
## SanBernadino.l3 -0.171898 0.535252 -0.321 0.749952
## SantaClara.l3 0.396218 0.173601 2.282 0.028481 *
## Alameda.l3 0.617247 0.415827 1.484 0.146411
## Sacramento.l3 1.060965 0.877973 1.208 0.234762
## Fresno.l3 -0.690934 1.192246 -0.580 0.565846
## Kern.l3 -1.082489 0.937413 -1.155 0.255796
## SanFrancisco.l3 0.191718 0.212622 0.902 0.373216
## Ventura.l3 -0.321353 0.592237 -0.543 0.590743
## SanJoaquin.l3 -0.606475 0.765624 -0.792 0.433473
## SanMateo.l3 0.061050 0.184820 0.330 0.743074
## Stanislaus.l3 0.254516 0.865017 0.294 0.770271
## Sonoma.l3 -0.129546 0.417794 -0.310 0.758295
## Tulare.l3 2.161133 1.137661 1.900 0.065516 .
## Solano.l3 0.408237 0.878725 0.465 0.645031
## SantaBarbara.l3 -0.039218 0.354324 -0.111 0.912481
## Monterey.l3 -0.950870 0.477069 -1.993 0.053866 .
## Placer.l3 -0.118217 0.538070 -0.220 0.827342
## SanLuisObispo.l3 -0.300210 0.551396 -0.544 0.589486
## SantaCruz.l3 -0.056091 0.233584 -0.240 0.811591
## Marin.l3 -0.450022 0.287952 -1.563 0.126840
## Butte.l3 -0.544442 0.628512 -0.866 0.392096
## Yolo.l3 -0.170807 0.604289 -0.283 0.779059
## ElDorado.l3 -0.272874 0.487732 -0.559 0.579302
## Shasta.l3 2.165338 0.794813 2.724 0.009879 **
## Madera.l3 1.927280 1.093862 1.762 0.086576 .
## Kings.l3 -0.000429 0.798832 -0.001 0.999574
## Napa.l3 -0.437006 0.370318 -1.180 0.245706
## Humboldt.l3 0.482189 0.414438 1.163 0.252289
## Sutter.l3 -0.553546 1.339461 -0.413 0.681867
## Mendocino.l3 -0.767752 0.203496 -3.773 0.000582 ***
## SanBenito.l3 -0.765215 0.552029 -1.386 0.174216
## LosAngeles.l4 0.199865 0.320376 0.624 0.536663
## SanDiego.l4 -1.062613 0.609824 -1.742 0.089961 .
## Orange.l4 -0.469805 0.316481 -1.484 0.146390
## Riverside.l4 0.474663 0.959367 0.495 0.623771
## SanBernadino.l4 -0.904952 0.589407 -1.535 0.133439
## SantaClara.l4 -0.031360 0.190022 -0.165 0.869840
## Alameda.l4 0.293579 0.340859 0.861 0.394777
## Sacramento.l4 -1.457346 0.721573 -2.020 0.050908 .
## Fresno.l4 -0.386222 0.848504 -0.455 0.651713
## Kern.l4 -1.805436 0.800631 -2.255 0.030309 *
## SanFrancisco.l4 0.129651 0.187913 0.690 0.494646
## Ventura.l4 -0.489964 0.593090 -0.826 0.414177
## SanJoaquin.l4 1.755618 0.783268 2.241 0.031258 *
## SanMateo.l4 0.261647 0.169546 1.543 0.131522
## Stanislaus.l4 1.513008 0.679952 2.225 0.032425 *
## Sonoma.l4 -0.297977 0.354280 -0.841 0.405858
## Tulare.l4 -0.740045 1.156001 -0.640 0.526111
## Solano.l4 0.480128 0.681314 0.705 0.485526
## SantaBarbara.l4 0.166657 0.470900 0.354 0.725470
## Monterey.l4 0.364149 0.382497 0.952 0.347430
## Placer.l4 0.689943 0.653590 1.056 0.298175
## SanLuisObispo.l4 0.854761 0.558289 1.531 0.134501
## SantaCruz.l4 0.111214 0.208784 0.533 0.597531
## Marin.l4 -0.596738 0.213760 -2.792 0.008341 **
## Butte.l4 -0.216759 0.636390 -0.341 0.735379
## Yolo.l4 -1.716055 0.866545 -1.980 0.055347 .
## ElDorado.l4 0.548040 0.450102 1.218 0.231301
## Shasta.l4 2.703000 0.868674 3.112 0.003632 **
## Madera.l4 -2.047277 1.210404 -1.691 0.099401 .
## Kings.l4 -0.561585 0.867338 -0.647 0.521428
## Napa.l4 -0.050784 0.346582 -0.147 0.884321
## Humboldt.l4 0.046780 0.338596 0.138 0.890886
## Sutter.l4 1.167278 1.392351 0.838 0.407366
## Mendocino.l4 0.077247 0.259003 0.298 0.767228
## SanBenito.l4 1.085487 0.584480 1.857 0.071481 .
## LosAngeles.l5 0.416215 0.290119 1.435 0.160021
## SanDiego.l5 1.375291 0.542066 2.537 0.015652 *
## Orange.l5 -0.207416 0.323981 -0.640 0.526090
## Riverside.l5 -0.580126 0.718414 -0.808 0.424677
## SanBernadino.l5 0.755908 0.564105 1.340 0.188639
## SantaClara.l5 -0.399735 0.190240 -2.101 0.042687 *
## Alameda.l5 -0.427294 0.289399 -1.476 0.148508
## Sacramento.l5 -0.014268 0.840741 -0.017 0.986554
## Fresno.l5 -0.988308 1.106837 -0.893 0.377835
## Kern.l5 0.951985 0.970477 0.981 0.333167
## SanFrancisco.l5 -0.236107 0.169354 -1.394 0.171813
## Ventura.l5 0.875155 0.444785 1.968 0.056857 .
## SanJoaquin.l5 -1.328225 0.768332 -1.729 0.092430 .
## SanMateo.l5 0.084563 0.219887 0.385 0.702815
## Stanislaus.l5 -1.616960 0.680118 -2.377 0.022866 *
## Sonoma.l5 0.333918 0.398243 0.838 0.407295
## Tulare.l5 -0.174902 1.514869 -0.115 0.908725
## Solano.l5 1.258721 0.644982 1.952 0.058805 .
## SantaBarbara.l5 0.515898 0.424866 1.214 0.232554
## Monterey.l5 -0.337684 0.323015 -1.045 0.302800
## Placer.l5 0.248158 0.570109 0.435 0.665956
## SanLuisObispo.l5 -0.036781 0.504012 -0.073 0.942230
## SantaCruz.l5 0.216650 0.176272 1.229 0.227019
## Marin.l5 -0.188810 0.168341 -1.122 0.269461
## Butte.l5 -0.542257 0.981608 -0.552 0.584076
## Yolo.l5 -1.605133 0.848523 -1.892 0.066600 .
## ElDorado.l5 -0.031999 0.574181 -0.056 0.955865
## Shasta.l5 -2.290058 0.865689 -2.645 0.012020 *
## Madera.l5 1.142756 1.176940 0.971 0.338049
## Kings.l5 0.908237 0.805190 1.128 0.266791
## Napa.l5 0.439998 0.335471 1.312 0.197965
## Humboldt.l5 0.659284 0.341880 1.928 0.061720 .
## Sutter.l5 0.806430 0.982166 0.821 0.417009
## Mendocino.l5 -0.091186 0.295567 -0.309 0.759471
## SanBenito.l5 -0.711973 0.601959 -1.183 0.244657
## LosAngeles.l6 0.440670 0.298871 1.474 0.149053
## SanDiego.l6 1.070328 0.439388 2.436 0.019931 *
## Orange.l6 0.936833 0.301652 3.106 0.003690 **
## Riverside.l6 -1.948091 0.911502 -2.137 0.039444 *
## SanBernadino.l6 -1.421702 0.618881 -2.297 0.027529 *
## SantaClara.l6 0.085353 0.126354 0.676 0.503670
## Alameda.l6 0.036920 0.255561 0.144 0.885937
## Sacramento.l6 2.503978 0.786350 3.184 0.002991 **
## Fresno.l6 2.893217 0.835472 3.463 0.001396 **
## Kern.l6 -0.055273 0.820458 -0.067 0.946661
## SanFrancisco.l6 0.122328 0.184825 0.662 0.512277
## Ventura.l6 -1.485391 0.691484 -2.148 0.038507 *
## SanJoaquin.l6 -1.184534 0.634656 -1.866 0.070145 .
## SanMateo.l6 -0.020130 0.188689 -0.107 0.915634
## Stanislaus.l6 1.109774 0.909296 1.220 0.230219
## Sonoma.l6 -0.184911 0.421401 -0.439 0.663428
## Tulare.l6 2.684693 1.249001 2.149 0.038392 *
## Solano.l6 0.100424 0.466073 0.215 0.830618
## SantaBarbara.l6 -0.712063 0.488753 -1.457 0.153812
## Monterey.l6 -0.134872 0.284910 -0.473 0.638796
## Placer.l6 1.154338 0.699298 1.651 0.107497
## SanLuisObispo.l6 -0.797464 0.419791 -1.900 0.065511 .
## SantaCruz.l6 -0.191986 0.164088 -1.170 0.249681
## Marin.l6 -0.096599 0.166969 -0.579 0.566497
## Butte.l6 -1.602548 0.699635 -2.291 0.027952 *
## Yolo.l6 0.193777 0.673337 0.288 0.775160
## ElDorado.l6 -2.011849 0.475281 -4.233 0.000152 ***
## Shasta.l6 1.965181 0.809257 2.428 0.020291 *
## Madera.l6 1.252123 1.082951 1.156 0.255209
## Kings.l6 -0.655802 0.672330 -0.975 0.335863
## Napa.l6 0.278828 0.404556 0.689 0.495104
## Humboldt.l6 0.294347 0.376118 0.783 0.438984
## Sutter.l6 -2.827897 0.951999 -2.970 0.005268 **
## Mendocino.l6 0.329977 0.216439 1.525 0.136103
## SanBenito.l6 0.822003 0.315017 2.609 0.013130 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 487.1 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 8.862e+05 on 210 and 36 DF, p-value: < 2.2e-16
##
##
## Estimation results for equation SanBenito:
## ==========================================
## SanBenito = LosAngeles.l1 + SanDiego.l1 + Orange.l1 + Riverside.l1 + SanBernadino.l1 + SantaClara.l1 + Alameda.l1 + Sacramento.l1 + Fresno.l1 + Kern.l1 + SanFrancisco.l1 + Ventura.l1 + SanJoaquin.l1 + SanMateo.l1 + Stanislaus.l1 + Sonoma.l1 + Tulare.l1 + Solano.l1 + SantaBarbara.l1 + Monterey.l1 + Placer.l1 + SanLuisObispo.l1 + SantaCruz.l1 + Marin.l1 + Butte.l1 + Yolo.l1 + ElDorado.l1 + Shasta.l1 + Madera.l1 + Kings.l1 + Napa.l1 + Humboldt.l1 + Sutter.l1 + Mendocino.l1 + SanBenito.l1 + LosAngeles.l2 + SanDiego.l2 + Orange.l2 + Riverside.l2 + SanBernadino.l2 + SantaClara.l2 + Alameda.l2 + Sacramento.l2 + Fresno.l2 + Kern.l2 + SanFrancisco.l2 + Ventura.l2 + SanJoaquin.l2 + SanMateo.l2 + Stanislaus.l2 + Sonoma.l2 + Tulare.l2 + Solano.l2 + SantaBarbara.l2 + Monterey.l2 + Placer.l2 + SanLuisObispo.l2 + SantaCruz.l2 + Marin.l2 + Butte.l2 + Yolo.l2 + ElDorado.l2 + Shasta.l2 + Madera.l2 + Kings.l2 + Napa.l2 + Humboldt.l2 + Sutter.l2 + Mendocino.l2 + SanBenito.l2 + LosAngeles.l3 + SanDiego.l3 + Orange.l3 + Riverside.l3 + SanBernadino.l3 + SantaClara.l3 + Alameda.l3 + Sacramento.l3 + Fresno.l3 + Kern.l3 + SanFrancisco.l3 + Ventura.l3 + SanJoaquin.l3 + SanMateo.l3 + Stanislaus.l3 + Sonoma.l3 + Tulare.l3 + Solano.l3 + SantaBarbara.l3 + Monterey.l3 + Placer.l3 + SanLuisObispo.l3 + SantaCruz.l3 + Marin.l3 + Butte.l3 + Yolo.l3 + ElDorado.l3 + Shasta.l3 + Madera.l3 + Kings.l3 + Napa.l3 + Humboldt.l3 + Sutter.l3 + Mendocino.l3 + SanBenito.l3 + LosAngeles.l4 + SanDiego.l4 + Orange.l4 + Riverside.l4 + SanBernadino.l4 + SantaClara.l4 + Alameda.l4 + Sacramento.l4 + Fresno.l4 + Kern.l4 + SanFrancisco.l4 + Ventura.l4 + SanJoaquin.l4 + SanMateo.l4 + Stanislaus.l4 + Sonoma.l4 + Tulare.l4 + Solano.l4 + SantaBarbara.l4 + Monterey.l4 + Placer.l4 + SanLuisObispo.l4 + SantaCruz.l4 + Marin.l4 + Butte.l4 + Yolo.l4 + ElDorado.l4 + Shasta.l4 + Madera.l4 + Kings.l4 + Napa.l4 + Humboldt.l4 + Sutter.l4 + Mendocino.l4 + SanBenito.l4 + LosAngeles.l5 + SanDiego.l5 + Orange.l5 + Riverside.l5 + SanBernadino.l5 + SantaClara.l5 + Alameda.l5 + Sacramento.l5 + Fresno.l5 + Kern.l5 + SanFrancisco.l5 + Ventura.l5 + SanJoaquin.l5 + SanMateo.l5 + Stanislaus.l5 + Sonoma.l5 + Tulare.l5 + Solano.l5 + SantaBarbara.l5 + Monterey.l5 + Placer.l5 + SanLuisObispo.l5 + SantaCruz.l5 + Marin.l5 + Butte.l5 + Yolo.l5 + ElDorado.l5 + Shasta.l5 + Madera.l5 + Kings.l5 + Napa.l5 + Humboldt.l5 + Sutter.l5 + Mendocino.l5 + SanBenito.l5 + LosAngeles.l6 + SanDiego.l6 + Orange.l6 + Riverside.l6 + SanBernadino.l6 + SantaClara.l6 + Alameda.l6 + Sacramento.l6 + Fresno.l6 + Kern.l6 + SanFrancisco.l6 + Ventura.l6 + SanJoaquin.l6 + SanMateo.l6 + Stanislaus.l6 + Sonoma.l6 + Tulare.l6 + Solano.l6 + SantaBarbara.l6 + Monterey.l6 + Placer.l6 + SanLuisObispo.l6 + SantaCruz.l6 + Marin.l6 + Butte.l6 + Yolo.l6 + ElDorado.l6 + Shasta.l6 + Madera.l6 + Kings.l6 + Napa.l6 + Humboldt.l6 + Sutter.l6 + Mendocino.l6 + SanBenito.l6
##
## Estimate Std. Error t value Pr(>|t|)
## LosAngeles.l1 0.117646 0.155169 0.758 0.453277
## SanDiego.l1 -0.904957 0.325532 -2.780 0.008591 **
## Orange.l1 -0.155324 0.214630 -0.724 0.473937
## Riverside.l1 1.362603 0.537549 2.535 0.015739 *
## SanBernadino.l1 -0.409685 0.287701 -1.424 0.163058
## SantaClara.l1 0.035448 0.067194 0.528 0.601048
## Alameda.l1 -0.218775 0.226027 -0.968 0.339543
## Sacramento.l1 -0.352298 0.621881 -0.567 0.574567
## Fresno.l1 0.201741 0.411106 0.491 0.626598
## Kern.l1 0.219688 0.341463 0.643 0.524060
## SanFrancisco.l1 -0.132655 0.073429 -1.807 0.079192 .
## Ventura.l1 0.340542 0.205935 1.654 0.106896
## SanJoaquin.l1 0.765425 0.269976 2.835 0.007467 **
## SanMateo.l1 0.117308 0.104458 1.123 0.268864
## Stanislaus.l1 0.067622 0.360874 0.187 0.852411
## Sonoma.l1 -0.106373 0.187239 -0.568 0.573486
## Tulare.l1 0.516644 0.631787 0.818 0.418880
## Solano.l1 -0.047024 0.305832 -0.154 0.878659
## SantaBarbara.l1 0.051479 0.167090 0.308 0.759787
## Monterey.l1 0.115539 0.227787 0.507 0.615091
## Placer.l1 -0.413217 0.504717 -0.819 0.418339
## SanLuisObispo.l1 0.090307 0.223235 0.405 0.688211
## SantaCruz.l1 0.314004 0.121133 2.592 0.013693 *
## Marin.l1 -0.015327 0.110922 -0.138 0.890871
## Butte.l1 -0.241280 0.370742 -0.651 0.519306
## Yolo.l1 -0.398985 0.267235 -1.493 0.144147
## ElDorado.l1 0.636806 0.276311 2.305 0.027062 *
## Shasta.l1 -0.181335 0.439471 -0.413 0.682331
## Madera.l1 0.527641 0.641346 0.823 0.416090
## Kings.l1 -0.419354 0.256861 -1.633 0.111269
## Napa.l1 -0.116027 0.165370 -0.702 0.487427
## Humboldt.l1 -0.160248 0.166928 -0.960 0.343468
## Sutter.l1 -1.153655 0.395045 -2.920 0.006001 **
## Mendocino.l1 0.040184 0.095072 0.423 0.675048
## SanBenito.l1 0.730338 0.252377 2.894 0.006425 **
## LosAngeles.l2 -0.360834 0.152325 -2.369 0.023330 *
## SanDiego.l2 1.495127 0.326775 4.575 5.46e-05 ***
## Orange.l2 -0.497821 0.225175 -2.211 0.033488 *
## Riverside.l2 -0.403331 0.505094 -0.799 0.429802
## SanBernadino.l2 0.348004 0.265794 1.309 0.198728
## SantaClara.l2 0.088874 0.108366 0.820 0.417540
## Alameda.l2 0.168838 0.226875 0.744 0.461593
## Sacramento.l2 -1.562193 0.571105 -2.735 0.009610 **
## Fresno.l2 -0.117241 0.745550 -0.157 0.875923
## Kern.l2 -0.223269 0.512900 -0.435 0.665938
## SanFrancisco.l2 0.047640 0.118238 0.403 0.689391
## Ventura.l2 0.056057 0.340243 0.165 0.870057
## SanJoaquin.l2 -1.230268 0.390948 -3.147 0.003306 **
## SanMateo.l2 0.073659 0.133769 0.551 0.585282
## Stanislaus.l2 0.525504 0.394828 1.331 0.191567
## Sonoma.l2 0.116083 0.215923 0.538 0.594151
## Tulare.l2 0.712592 0.770057 0.925 0.360932
## Solano.l2 0.003544 0.339126 0.010 0.991720
## SantaBarbara.l2 0.183526 0.196075 0.936 0.355511
## Monterey.l2 -0.229512 0.225236 -1.019 0.315011
## Placer.l2 0.629387 0.515046 1.222 0.229649
## SanLuisObispo.l2 0.224693 0.236536 0.950 0.348480
## SantaCruz.l2 -0.310113 0.154452 -2.008 0.052212 .
## Marin.l2 -0.199280 0.142724 -1.396 0.171187
## Butte.l2 -0.167336 0.411945 -0.406 0.686994
## Yolo.l2 0.261335 0.323559 0.808 0.424575
## ElDorado.l2 -0.026031 0.267334 -0.097 0.922970
## Shasta.l2 -1.287609 0.517795 -2.487 0.017666 *
## Madera.l2 -0.738186 0.651514 -1.133 0.264691
## Kings.l2 0.779318 0.434085 1.795 0.081003 .
## Napa.l2 0.091244 0.181384 0.503 0.617996
## Humboldt.l2 -0.162062 0.229778 -0.705 0.485164
## Sutter.l2 1.484055 0.634112 2.340 0.024925 *
## Mendocino.l2 0.262733 0.122595 2.143 0.038936 *
## SanBenito.l2 -0.074017 0.249304 -0.297 0.768253
## LosAngeles.l3 0.136476 0.195803 0.697 0.490276
## SanDiego.l3 -0.595132 0.309247 -1.924 0.062230 .
## Orange.l3 0.227789 0.197848 1.151 0.257185
## Riverside.l3 -0.266216 0.358924 -0.742 0.463078
## SanBernadino.l3 0.122880 0.290984 0.422 0.675324
## SantaClara.l3 -0.068930 0.094376 -0.730 0.469885
## Alameda.l3 0.182039 0.226059 0.805 0.425949
## Sacramento.l3 0.960208 0.477300 2.012 0.051777 .
## Fresno.l3 0.833550 0.648150 1.286 0.206638
## Kern.l3 -1.495510 0.509613 -2.935 0.005783 **
## SanFrancisco.l3 0.151133 0.115589 1.308 0.199330
## Ventura.l3 -0.927030 0.321963 -2.879 0.006670 **
## SanJoaquin.l3 0.070081 0.416223 0.168 0.867231
## SanMateo.l3 -0.114389 0.100475 -1.138 0.262440
## Stanislaus.l3 0.012119 0.470256 0.026 0.979582
## Sonoma.l3 -0.195899 0.227129 -0.863 0.394121
## Tulare.l3 0.565329 0.618476 0.914 0.366763
## Solano.l3 -0.398642 0.477708 -0.834 0.409509
## SantaBarbara.l3 -0.057829 0.192624 -0.300 0.765740
## Monterey.l3 0.091731 0.259353 0.354 0.725632
## Placer.l3 -0.162434 0.292516 -0.555 0.582124
## SanLuisObispo.l3 0.195079 0.299760 0.651 0.519317
## SantaCruz.l3 -0.035936 0.126985 -0.283 0.778803
## Marin.l3 0.028094 0.156542 0.179 0.858578
## Butte.l3 -0.625333 0.341683 -1.830 0.075517 .
## Yolo.l3 -0.156251 0.328515 -0.476 0.637212
## ElDorado.l3 0.356933 0.265150 1.346 0.186669
## Shasta.l3 0.448474 0.432091 1.038 0.306230
## Madera.l3 0.201732 0.594665 0.339 0.736403
## Kings.l3 0.410602 0.434275 0.945 0.350713
## Napa.l3 0.101408 0.201319 0.504 0.617528
## Humboldt.l3 0.478715 0.225304 2.125 0.040542 *
## Sutter.l3 -1.147755 0.728182 -1.576 0.123730
## Mendocino.l3 -0.114095 0.110628 -1.031 0.309260
## SanBenito.l3 0.217659 0.300104 0.725 0.472970
## LosAngeles.l4 0.061234 0.174169 0.352 0.727205
## SanDiego.l4 -0.925240 0.331524 -2.791 0.008357 **
## Orange.l4 -0.167116 0.172051 -0.971 0.337874
## Riverside.l4 -0.049302 0.521549 -0.095 0.925213
## SanBernadino.l4 -0.601040 0.320424 -1.876 0.068816 .
## SantaClara.l4 -0.014722 0.103303 -0.143 0.887472
## Alameda.l4 0.042479 0.185304 0.229 0.819979
## Sacramento.l4 0.380524 0.392275 0.970 0.338497
## Fresno.l4 -0.928883 0.461279 -2.014 0.051561 .
## Kern.l4 0.079896 0.435254 0.184 0.855387
## SanFrancisco.l4 -0.095490 0.102157 -0.935 0.356150
## Ventura.l4 0.509329 0.322426 1.580 0.122929
## SanJoaquin.l4 0.360984 0.425814 0.848 0.402179
## SanMateo.l4 -0.107044 0.092172 -1.161 0.253140
## Stanislaus.l4 0.780025 0.369648 2.110 0.041858 *
## Sonoma.l4 -0.322838 0.192600 -1.676 0.102363
## Tulare.l4 -1.775638 0.628446 -2.825 0.007655 **
## Solano.l4 0.311820 0.370388 0.842 0.405416
## SantaBarbara.l4 0.197756 0.255999 0.772 0.444869
## Monterey.l4 0.440397 0.207940 2.118 0.041156 *
## Placer.l4 -0.329619 0.355317 -0.928 0.359754
## SanLuisObispo.l4 0.067041 0.303507 0.221 0.826428
## SantaCruz.l4 0.141721 0.113503 1.249 0.219867
## Marin.l4 -0.042011 0.116208 -0.362 0.719824
## Butte.l4 0.339585 0.345966 0.982 0.332870
## Yolo.l4 -0.243152 0.471087 -0.516 0.608904
## ElDorado.l4 0.329729 0.244693 1.348 0.186232
## Shasta.l4 0.457650 0.472244 0.969 0.338963
## Madera.l4 1.157850 0.658022 1.760 0.086973 .
## Kings.l4 0.060019 0.471518 0.127 0.899421
## Napa.l4 0.118865 0.188415 0.631 0.532111
## Humboldt.l4 0.114613 0.184074 0.623 0.537442
## Sutter.l4 0.088185 0.756935 0.117 0.907901
## Mendocino.l4 0.046334 0.140804 0.329 0.744012
## SanBenito.l4 -0.094316 0.317745 -0.297 0.768302
## LosAngeles.l5 -0.011414 0.157720 -0.072 0.942708
## SanDiego.l5 1.200942 0.294688 4.075 0.000242 ***
## Orange.l5 0.111073 0.176129 0.631 0.532264
## Riverside.l5 -0.356290 0.390557 -0.912 0.367701
## SanBernadino.l5 0.016620 0.306669 0.054 0.957078
## SantaClara.l5 0.039177 0.103422 0.379 0.707052
## Alameda.l5 -0.207003 0.157328 -1.316 0.196580
## Sacramento.l5 0.421678 0.457059 0.923 0.362363
## Fresno.l5 0.092985 0.601719 0.155 0.878053
## Kern.l5 0.253754 0.527589 0.481 0.633448
## SanFrancisco.l5 0.017030 0.092067 0.185 0.854284
## Ventura.l5 0.177490 0.241802 0.734 0.467686
## SanJoaquin.l5 0.031106 0.417695 0.074 0.941049
## SanMateo.l5 0.240460 0.119539 2.012 0.051798 .
## Stanislaus.l5 -0.534887 0.369738 -1.447 0.156643
## Sonoma.l5 -0.552259 0.216500 -2.551 0.015142 *
## Tulare.l5 -0.111677 0.823541 -0.136 0.892888
## Solano.l5 0.867788 0.350637 2.475 0.018172 *
## SantaBarbara.l5 -0.058782 0.230973 -0.254 0.800559
## Monterey.l5 -0.536184 0.175603 -3.053 0.004239 **
## Placer.l5 0.140901 0.309933 0.455 0.652114
## SanLuisObispo.l5 -0.038491 0.274000 -0.140 0.889067
## SantaCruz.l5 -0.200245 0.095828 -2.090 0.043779 *
## Marin.l5 -0.227994 0.091516 -2.491 0.017474 *
## Butte.l5 0.374509 0.533640 0.702 0.487316
## Yolo.l5 -0.583486 0.461290 -1.265 0.214034
## ElDorado.l5 -0.273878 0.312147 -0.877 0.386087
## Shasta.l5 -0.107261 0.470622 -0.228 0.821004
## Madera.l5 0.227137 0.639830 0.355 0.724664
## Kings.l5 -0.472888 0.437732 -1.080 0.287187
## Napa.l5 0.359333 0.182375 1.970 0.056533 .
## Humboldt.l5 -0.001810 0.185859 -0.010 0.992283
## Sutter.l5 -0.050267 0.533943 -0.094 0.925517
## Mendocino.l5 0.317887 0.160682 1.978 0.055579 .
## SanBenito.l5 -0.088972 0.327248 -0.272 0.787269
## LosAngeles.l6 -0.082489 0.162478 -0.508 0.614766
## SanDiego.l6 0.199919 0.238868 0.837 0.408147
## Orange.l6 0.309561 0.163989 1.888 0.067149 .
## Riverside.l6 -0.274573 0.495527 -0.554 0.582934
## SanBernadino.l6 -0.739455 0.336447 -2.198 0.034477 *
## SantaClara.l6 0.131682 0.068691 1.917 0.063200 .
## Alameda.l6 -0.356960 0.138933 -2.569 0.014479 *
## Sacramento.l6 1.015261 0.427490 2.375 0.023001 *
## Fresno.l6 -0.250924 0.454194 -0.552 0.584048
## Kern.l6 -0.306345 0.446032 -0.687 0.496595
## SanFrancisco.l6 0.254221 0.100478 2.530 0.015919 *
## Ventura.l6 -0.408260 0.375917 -1.086 0.284681
## SanJoaquin.l6 -0.300073 0.345023 -0.870 0.390216
## SanMateo.l6 -0.305518 0.102579 -2.978 0.005161 **
## Stanislaus.l6 0.173455 0.494328 0.351 0.727715
## Sonoma.l6 0.264426 0.229090 1.154 0.256005
## Tulare.l6 0.755897 0.679005 1.113 0.272983
## Solano.l6 0.252668 0.253375 0.997 0.325320
## SantaBarbara.l6 -0.072711 0.265705 -0.274 0.785915
## Monterey.l6 0.013522 0.154888 0.087 0.930917
## Placer.l6 0.114858 0.380165 0.302 0.764294
## SanLuisObispo.l6 0.302863 0.228215 1.327 0.192833
## SantaCruz.l6 0.077366 0.089204 0.867 0.391526
## Marin.l6 0.017956 0.090771 0.198 0.844303
## Butte.l6 -0.499716 0.380349 -1.314 0.197213
## Yolo.l6 -0.205129 0.366052 -0.560 0.578689
## ElDorado.l6 -0.595806 0.258381 -2.306 0.026984 *
## Shasta.l6 0.421438 0.439943 0.958 0.344483
## Madera.l6 0.578793 0.588734 0.983 0.332112
## Kings.l6 0.826566 0.365504 2.261 0.029870 *
## Napa.l6 0.047144 0.219932 0.214 0.831479
## Humboldt.l6 -0.255891 0.204472 -1.251 0.218833
## Sutter.l6 -1.028208 0.517543 -1.987 0.054606 .
## Mendocino.l6 0.139381 0.117664 1.185 0.243950
## SanBenito.l6 0.002206 0.171255 0.013 0.989796
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
##
## Residual standard error: 264.8 on 36 degrees of freedom
## Multiple R-Squared: 1, Adjusted R-squared: 1
## F-statistic: 5.045e+06 on 210 and 36 DF, p-value: < 2.2e-16
##
##
##
## Covariance matrix of residuals:
## LosAngeles SanDiego Orange Riverside SanBernadino SantaClara
## LosAngeles 158512.8 44806 45819 28623.1 22748.1 182744
## SanDiego 44806.2 50669 51621 22321.0 20762.9 93942
## Orange 45819.2 51621 177093 30114.3 67628.3 98265
## Riverside 28623.1 22321 30114 26204.3 19459.9 60426
## SanBernadino 22748.1 20763 67628 19459.9 40789.4 29248
## SantaClara 182744.2 93942 98265 60426.1 29247.5 713285
## Alameda 111322.7 63314 97574 29473.3 33923.5 144114
## Sacramento 24753.1 13873 -10901 7276.9 -606.8 36506
## Fresno 7678.7 5465 5033 4948.4 4970.6 17485
## Kern 19809.6 14745 9355 16223.0 9270.0 52003
## SanFrancisco 90886.3 88532 29744 29705.1 5566.7 3030
## Ventura 41251.4 49692 48974 25382.2 16398.9 114736
## SanJoaquin 39632.5 28896 21067 17153.1 9445.3 74017
## SanMateo 115665.0 91997 94319 21378.3 15706.9 115116
## Stanislaus 23691.9 18613 2850 11595.5 3973.1 89010
## Sonoma 34977.1 45354 25637 22109.7 9897.7 84098
## Tulare 10755.0 5941 5897 8083.9 7018.9 19362
## Solano 45163.5 26156 14560 11688.0 9835.7 116579
## SantaBarbara 44174.7 58013 61230 19380.1 24689.2 109881
## Monterey 40839.6 39627 63415 28758.7 26473.8 170077
## Placer 27585.5 19757 8467 12024.3 7421.2 54314
## SanLuisObispo 66636.8 19468 45077 13143.7 12925.4 46893
## SantaCruz 93712.5 76695 138110 48102.2 53308.4 187690
## Marin 117738.9 77019 113940 9507.0 28120.0 106756
## Butte 21341.0 8124 15541 12697.2 10714.8 -3431
## Yolo 39845.8 22259 -4082 9035.6 7473.8 59290
## ElDorado 9728.3 31161 33021 11622.5 6258.8 80644
## Shasta -151.3 2615 7638 818.1 4938.5 -7156
## Madera 11828.9 12745 34100 12615.6 18306.4 49401
## Kings 5934.6 14669 10002 8866.6 10756.2 10423
## Napa 56570.9 22406 13219 -715.4 -2538.7 50809
## Humboldt 79573.2 35055 8038 26046.8 11555.2 49211
## Sutter 12021.5 8891 11519 9499.6 6177.0 49502
## Mendocino 86460.1 48533 45197 34091.8 23118.6 76581
## SanBenito 26879.5 30363 35139 27896.1 10625.1 141952
## Alameda Sacramento Fresno Kern SanFrancisco Ventura
## LosAngeles 111323 24753.1 7679 19809.6 90886 41251.4
## SanDiego 63314 13872.6 5465 14744.8 88532 49692.0
## Orange 97574 -10901.0 5033 9354.7 29744 48974.0
## Riverside 29473 7276.9 4948 16223.0 29705 25382.2
## SanBernadino 33923 -606.8 4971 9270.0 5567 16398.9
## SantaClara 144114 36505.8 17485 52002.6 3030 114735.8
## Alameda 192881 22828.2 5989 12449.5 152485 68343.6
## Sacramento 22828 20423.3 4987 12939.7 39699 18362.5
## Fresno 5989 4986.9 8102 6661.6 3565 8737.7
## Kern 12450 12939.7 6662 22802.2 34720 21950.5
## SanFrancisco 152485 39698.5 3565 34720.2 463290 97682.0
## Ventura 68344 18362.5 8738 21950.5 97682 74233.0
## SanJoaquin 44995 14874.4 2090 13280.5 69897 35498.6
## SanMateo 261613 37260.9 -5938 -8705.0 271586 65341.3
## Stanislaus 17513 15498.6 6130 16209.0 22023 26557.8
## Sonoma 79044 25956.2 5333 18994.8 111795 52732.6
## Tulare 5037 5203.1 4846 9070.1 2340 8216.7
## Solano 45036 11723.5 5829 11760.5 43879 40100.9
## SantaBarbara 68481 15040.0 10882 17135.3 129863 63611.8
## Monterey 47455 8685.9 13328 24477.6 20608 61354.3
## Placer 31678 16233.1 6968 14636.7 40364 32095.3
## SanLuisObispo 62165 1701.5 8549 5910.6 37341 21130.6
## SantaCruz 145577 1819.8 8928 11089.0 78232 79869.2
## Marin 228758 29133.7 18594 4974.1 209793 98313.4
## Butte 20952 6348.7 8121 7329.0 9099 10575.6
## Yolo 14621 15606.4 9436 15699.0 48317 22980.9
## ElDorado 35077 6219.7 1060 2039.0 30761 29618.9
## Shasta -6012 521.4 3070 466.3 -8424 -289.3
## Madera 11356 314.9 3991 8917.3 3366 16283.7
## Kings 13408 10719.1 6452 10822.3 27296 14651.8
## Napa 59639 20263.2 3795 -1142.1 73114 19845.9
## Humboldt 87520 23302.4 3303 23815.2 148929 46583.3
## Sutter 9912 7182.6 2222 7160.8 -7750 8451.4
## Mendocino 111069 12146.7 5113 9880.3 142973 69959.9
## SanBenito 40030 8111.5 9620 17598.8 20772 47931.7
## SanJoaquin SanMateo Stanislaus Sonoma Tulare Solano
## LosAngeles 39633 115665 23691.9 34977.13 10755.0 45163.47
## SanDiego 28896 91997 18613.2 45354.22 5941.5 26155.76
## Orange 21067 94319 2850.4 25636.81 5897.0 14559.85
## Riverside 17153 21378 11595.5 22109.66 8083.9 11688.02
## SanBernadino 9445 15707 3973.1 9897.74 7018.9 9835.65
## SantaClara 74017 115116 89010.3 84098.45 19362.4 116578.72
## Alameda 44995 261613 17512.8 79043.71 5036.7 45036.07
## Sacramento 14874 37261 15498.6 25956.16 5203.1 11723.46
## Fresno 2090 -5938 6130.5 5332.90 4845.6 5828.91
## Kern 13281 -8705 16209.0 18994.80 9070.1 11760.49
## SanFrancisco 69897 271586 22023.2 111795.36 2340.1 43878.71
## Ventura 35499 65341 26557.8 52732.63 8216.7 40100.92
## SanJoaquin 30277 61808 16757.1 33646.75 3875.0 23021.19
## SanMateo 61808 551504 12441.8 134492.60 -9729.7 21944.76
## Stanislaus 16757 12442 24205.0 26287.96 7150.6 19863.75
## Sonoma 33647 134493 26288.0 96925.17 5918.4 27912.92
## Tulare 3875 -9730 7150.6 5918.43 6263.1 4973.60
## Solano 23021 21945 19863.8 27912.92 4973.6 55338.23
## SantaBarbara 31809 81361 23250.4 50334.77 9013.0 33734.58
## Monterey 22182 -1491 29004.2 38852.47 13509.3 38948.27
## Placer 17677 20487 16707.1 26504.02 6558.2 21644.22
## SanLuisObispo 4733 55485 2312.9 19351.41 5971.7 -2168.66
## SantaCruz 37906 180325 17352.0 76483.44 10822.3 47659.26
## Marin 43262 294506 21615.3 118767.75 5598.6 55822.19
## Butte 2140 13265 2264.1 19227.95 7077.6 -23.76
## Yolo 17183 -1206 20263.3 24224.63 8736.2 25704.76
## ElDorado 15302 82059 12295.6 34878.01 2270.7 10904.33
## Shasta -1494 -5555 302.6 52.63 1499.4 -5684.67
## Madera 7154 -8947 7615.0 7170.27 4151.3 12271.96
## Kings 7943 10992 10429.5 21581.80 6638.4 7644.13
## Napa 11814 127388 6803.7 24241.24 -186.8 -5550.35
## Humboldt 34406 86225 16359.2 43394.25 9177.1 34177.10
## Sutter 7912 20778 9096.4 14913.35 3065.5 2729.09
## Mendocino 36848 98458 11569.4 74896.77 5192.2 52259.70
## SanBenito 18974 21339 22177.5 45604.13 9402.1 28655.46
## SantaBarbara Monterey Placer SanLuisObispo SantaCruz Marin
## LosAngeles 44175 40840 27585.5 66637 93713 117739
## SanDiego 58013 39627 19756.6 19468 76695 77019
## Orange 61230 63415 8467.2 45077 138110 113940
## Riverside 19380 28759 12024.3 13144 48102 9507
## SanBernadino 24689 26474 7421.2 12925 53308 28120
## SantaClara 109881 170077 54314.0 46893 187690 106756
## Alameda 68481 47455 31678.1 62165 145577 228758
## Sacramento 15040 8686 16233.1 1701 1820 29134
## Fresno 10882 13328 6968.0 8549 8928 18594
## Kern 17135 24478 14636.7 5911 11089 4974
## SanFrancisco 129863 20608 40363.9 37341 78232 209793
## Ventura 63612 61354 32095.3 21131 79869 98313
## SanJoaquin 31809 22182 17677.0 4733 37906 43262
## SanMateo 81361 -1491 20487.4 55485 180325 294506
## Stanislaus 23250 29004 16707.1 2313 17352 21615
## Sonoma 50335 38852 26504.0 19351 76483 118768
## Tulare 9013 13509 6558.2 5972 10822 5599
## Solano 33735 38948 21644.2 -2169 47659 55822
## SantaBarbara 99791 57030 26236.1 25883 80569 117352
## Monterey 57030 86784 26118.9 31733 89281 72392
## Placer 26236 26119 23480.5 10183 26744 56266
## SanLuisObispo 25883 31733 10182.8 84698 80063 118378
## SantaCruz 80569 89281 26744.4 80063 253235 206900
## Marin 117352 72392 56265.7 118378 206900 467059
## Butte 9390 16960 7552.8 28027 30747 36222
## Yolo 35131 22211 18257.3 12680 20330 44149
## ElDorado 38313 29271 5693.8 3422 58154 39301
## Shasta 5227 4269 190.2 7577 1819 1966
## Madera 16123 26521 5916.7 3246 27263 3065
## Kings 25129 14533 9875.2 -2570 8434 15708
## Napa 34873 3508 9670.8 46535 33419 102383
## Humboldt 43946 25321 27105.1 32829 42200 78426
## Sutter 4890 11111 4655.0 2096 17067 -3594
## Mendocino 66002 60824 31828.5 58319 116209 151418
## SanBenito 39007 62625 18454.2 26710 82971 50104
## Butte Yolo ElDorado Shasta Madera Kings Napa Humboldt
## LosAngeles 21340.98 39846 9728 -151.28 11828.9 5935 56570.9 79573.2
## SanDiego 8123.75 22259 31161 2615.49 12745.4 14669 22406.0 35054.7
## Orange 15541.01 -4082 33021 7637.81 34100.2 10002 13219.2 8038.4
## Riverside 12697.20 9036 11622 818.05 12615.6 8867 -715.4 26046.8
## SanBernadino 10714.84 7474 6259 4938.52 18306.4 10756 -2538.7 11555.2
## SantaClara -3430.78 59290 80644 -7155.77 49401.3 10423 50809.2 49210.9
## Alameda 20951.79 14621 35077 -6012.20 11356.1 13408 59638.5 87519.8
## Sacramento 6348.66 15606 6220 521.43 314.9 10719 20263.2 23302.4
## Fresno 8121.21 9436 1060 3070.13 3991.3 6452 3795.1 3302.7
## Kern 7328.95 15699 2039 466.32 8917.3 10822 -1142.1 23815.2
## SanFrancisco 9099.36 48317 30761 -8424.15 3365.9 27296 73114.5 148928.9
## Ventura 10575.60 22981 29619 -289.32 16283.7 14652 19845.9 46583.3
## SanJoaquin 2139.93 17183 15302 -1494.08 7153.7 7943 11813.8 34406.2
## SanMateo 13264.88 -1206 82059 -5554.99 -8947.3 10992 127388.2 86225.3
## Stanislaus 2264.14 20263 12296 302.56 7615.0 10430 6803.7 16359.2
## Sonoma 19227.95 24225 34878 52.63 7170.3 21582 24241.2 43394.3
## Tulare 7077.60 8736 2271 1499.36 4151.3 6638 -186.8 9177.1
## Solano -23.76 25705 10904 -5684.67 12272.0 7644 -5550.4 34177.1
## SantaBarbara 9389.85 35131 38313 5226.60 16123.4 25129 34872.7 43945.9
## Monterey 16960.29 22211 29271 4268.56 26521.0 14533 3508.0 25321.1
## Placer 7552.80 18257 5694 190.17 5916.7 9875 9670.8 27105.1
## SanLuisObispo 28026.96 12680 3422 7576.78 3246.1 -2570 46534.7 32828.6
## SantaCruz 30747.44 20330 58154 1819.20 27263.3 8434 33419.3 42200.1
## Marin 36221.78 44149 39301 1966.14 3064.5 15708 102383.0 78426.0
## Butte 25090.86 5487 4593 5697.48 4176.2 9396 14427.3 15441.9
## Yolo 5487.08 40946 3072 3585.23 4748.0 11730 7094.1 26220.5
## ElDorado 4592.61 3072 41733 2716.38 6784.3 9061 21755.7 3006.4
## Shasta 5697.48 3585 2716 6562.05 1992.8 2417 7186.7 -6873.8
## Madera 4176.16 4748 6784 1992.84 14958.1 6342 -6587.9 6990.6
## Kings 9395.84 11730 9061 2417.11 6341.9 20513 1255.9 16204.4
## Napa 14427.29 7094 21756 7186.69 -6587.9 1256 106869.8 19958.6
## Humboldt 15441.95 26220 3006 -6873.80 6990.6 16204 19958.6 113797.6
## Sutter 4611.83 4101 10447 2277.19 5230.2 4795 7478.5 753.3
## Mendocino 32452.22 28607 21669 -1668.02 20188.4 18222 10953.1 116561.4
## SanBenito 19375.41 13138 31062 635.83 16508.4 10588 5433.7 22109.0
## Sutter Mendocino SanBenito
## LosAngeles 12021.5 86460 26879.5
## SanDiego 8890.8 48533 30362.7
## Orange 11518.6 45197 35138.7
## Riverside 9499.6 34092 27896.1
## SanBernadino 6177.0 23119 10625.1
## SantaClara 49501.7 76581 141952.3
## Alameda 9911.7 111069 40030.0
## Sacramento 7182.6 12147 8111.5
## Fresno 2222.4 5113 9620.4
## Kern 7160.8 9880 17598.8
## SanFrancisco -7750.4 142973 20771.9
## Ventura 8451.4 69960 47931.7
## SanJoaquin 7911.7 36848 18973.8
## SanMateo 20778.3 98458 21338.7
## Stanislaus 9096.4 11569 22177.5
## Sonoma 14913.3 74897 45604.1
## Tulare 3065.5 5192 9402.1
## Solano 2729.1 52260 28655.5
## SantaBarbara 4890.1 66002 39007.3
## Monterey 11111.5 60824 62624.9
## Placer 4655.0 31828 18454.2
## SanLuisObispo 2095.6 58319 26709.7
## SantaCruz 17067.3 116209 82970.6
## Marin -3593.8 151418 50103.8
## Butte 4611.8 32452 19375.4
## Yolo 4101.4 28607 13137.7
## ElDorado 10447.1 21669 31062.4
## Shasta 2277.2 -1668 635.8
## Madera 5230.2 20188 16508.4
## Kings 4794.7 18222 10587.7
## Napa 7478.5 10953 5433.7
## Humboldt 753.3 116561 22109.0
## Sutter 11219.6 3841 14284.2
## Mendocino 3841.0 237256 64588.9
## SanBenito 14284.2 64589 70119.3
##
## Correlation matrix of residuals:
## LosAngeles SanDiego Orange Riverside SanBernadino SantaClara
## LosAngeles 1.000000 0.5000 0.27347 0.44412 0.28290 0.543475
## SanDiego 0.499960 1.0000 0.54495 0.61257 0.45671 0.494147
## Orange 0.273473 0.5449 1.00000 0.44207 0.79571 0.276482
## Riverside 0.444117 0.6126 0.44207 1.00000 0.59522 0.441984
## SanBernadino 0.282904 0.4567 0.79571 0.59522 1.00000 0.171468
## SantaClara 0.543475 0.4941 0.27648 0.44198 0.17147 1.000000
## Alameda 0.636658 0.6404 0.52794 0.41457 0.38246 0.388533
## Sacramento 0.435045 0.4312 -0.18126 0.31456 -0.02102 0.302460
## Fresno 0.214270 0.2697 0.13286 0.33961 0.27343 0.230003
## Kern 0.329501 0.4338 0.14721 0.66367 0.30396 0.407760
## SanFrancisco 0.335382 0.5778 0.10384 0.26960 0.04049 0.005271
## Ventura 0.380284 0.8102 0.42714 0.57550 0.29802 0.498619
## SanJoaquin 0.572084 0.7377 0.28771 0.60897 0.26877 0.503662
## SanMateo 0.391197 0.5503 0.30181 0.17783 0.10472 0.183539
## Stanislaus 0.382485 0.5315 0.04354 0.46041 0.12645 0.677417
## Sonoma 0.282185 0.6472 0.19568 0.43871 0.15741 0.319844
## Tulare 0.341337 0.3335 0.17707 0.63101 0.43914 0.289689
## Solano 0.482217 0.4940 0.14708 0.30693 0.20702 0.586780
## SantaBarbara 0.351234 0.8158 0.46059 0.37899 0.38698 0.411856
## Monterey 0.348200 0.5976 0.51153 0.60306 0.44496 0.683585
## Placer 0.452163 0.5728 0.13131 0.48475 0.23980 0.419688
## SanLuisObispo 0.575103 0.2972 0.36806 0.27899 0.21990 0.190785
## SantaCruz 0.467739 0.6771 0.65217 0.59050 0.52452 0.441619
## Marin 0.432715 0.5007 0.39618 0.08594 0.20373 0.184959
## Butte 0.338395 0.2278 0.23314 0.49518 0.33493 -0.025645
## Yolo 0.494591 0.4887 -0.04793 0.27584 0.18288 0.346933
## ElDorado 0.119609 0.6776 0.38411 0.35146 0.15170 0.467409
## Shasta -0.004691 0.1434 0.22405 0.06238 0.30186 -0.104594
## Madera 0.242925 0.4630 0.66255 0.63721 0.74112 0.478265
## Kings 0.104075 0.4550 0.16594 0.38244 0.37186 0.086170
## Napa 0.434643 0.3045 0.09609 -0.01352 -0.03845 0.184028
## Humboldt 0.592472 0.4616 0.05662 0.47698 0.16960 0.172728
## Sutter 0.285061 0.3729 0.25841 0.55403 0.28875 0.553350
## Mendocino 0.445836 0.4426 0.22050 0.43237 0.23501 0.186157
## SanBenito 0.254959 0.5094 0.31533 0.65079 0.19867 0.634734
## Alameda Sacramento Fresno Kern SanFrancisco Ventura
## LosAngeles 0.6367 0.43504 0.21427 0.32950 0.335382 0.38028
## SanDiego 0.6404 0.43124 0.26971 0.43379 0.577834 0.81025
## Orange 0.5279 -0.18126 0.13286 0.14721 0.103842 0.42714
## Riverside 0.4146 0.31456 0.33961 0.66367 0.269598 0.57550
## SanBernadino 0.3825 -0.02102 0.27343 0.30396 0.040495 0.29802
## SantaClara 0.3885 0.30246 0.23000 0.40776 0.005271 0.49862
## Alameda 1.0000 0.36372 0.15150 0.18772 0.510099 0.57116
## Sacramento 0.3637 1.00000 0.38768 0.59961 0.408117 0.47160
## Fresno 0.1515 0.38768 1.00000 0.49011 0.058186 0.35629
## Kern 0.1877 0.59961 0.49011 1.00000 0.337806 0.53353
## SanFrancisco 0.5101 0.40812 0.05819 0.33781 1.000000 0.52673
## Ventura 0.5712 0.47160 0.35629 0.53353 0.526731 1.00000
## SanJoaquin 0.5888 0.59816 0.13344 0.50544 0.590162 0.74878
## SanMateo 0.8021 0.35109 -0.08883 -0.07763 0.537288 0.32294
## Stanislaus 0.2563 0.69707 0.43777 0.68995 0.207970 0.62653
## Sonoma 0.5781 0.58339 0.19030 0.40404 0.527568 0.62167
## Tulare 0.1449 0.46005 0.68023 0.75897 0.043442 0.38107
## Solano 0.4359 0.34872 0.27528 0.33107 0.274040 0.62567
## SantaBarbara 0.4936 0.33315 0.38270 0.35922 0.603969 0.73908
## Monterey 0.3668 0.20632 0.50264 0.55025 0.102773 0.76441
## Placer 0.4707 0.74128 0.50520 0.63256 0.387001 0.76876
## SanLuisObispo 0.4864 0.04091 0.32635 0.13449 0.188503 0.26649
## SantaCruz 0.6587 0.02530 0.19711 0.14593 0.228401 0.58253
## Marin 0.7622 0.29830 0.30226 0.04820 0.451001 0.52799
## Butte 0.3012 0.28045 0.56960 0.30640 0.084397 0.24505
## Yolo 0.1645 0.53968 0.51807 0.51378 0.350811 0.41684
## ElDorado 0.3910 0.21304 0.05767 0.06610 0.221226 0.53214
## Shasta -0.1690 0.04504 0.42106 0.03812 -0.152785 -0.01311
## Madera 0.2114 0.01802 0.36256 0.48284 0.040433 0.48867
## Kings 0.2132 0.52370 0.50047 0.50040 0.279998 0.37548
## Napa 0.4154 0.43373 0.12897 -0.02314 0.328586 0.22282
## Humboldt 0.5907 0.48336 0.10877 0.46752 0.648613 0.50683
## Sutter 0.2131 0.47449 0.23310 0.44770 -0.107500 0.29285
## Mendocino 0.5192 0.17450 0.11663 0.13433 0.431239 0.52716
## SanBenito 0.3442 0.21435 0.40363 0.44013 0.115247 0.66436
## SanJoaquin SanMateo Stanislaus Sonoma Tulare Solano
## LosAngeles 0.57208 0.391197 0.38249 0.282185 0.341337 0.4822170
## SanDiego 0.73774 0.550336 0.53149 0.647184 0.333524 0.4939501
## Orange 0.28771 0.301805 0.04354 0.195680 0.177068 0.1470768
## Riverside 0.60897 0.177833 0.46041 0.438710 0.631012 0.3069317
## SanBernadino 0.26877 0.104723 0.12645 0.157414 0.439139 0.2070223
## SantaClara 0.50366 0.183539 0.67742 0.319844 0.289689 0.5867798
## Alameda 0.58879 0.802120 0.25630 0.578101 0.144912 0.4359158
## Sacramento 0.59816 0.351088 0.69707 0.583390 0.460049 0.3487224
## Fresno 0.13344 -0.088833 0.43777 0.190305 0.680229 0.2752830
## Kern 0.50544 -0.077626 0.68995 0.404043 0.758974 0.3310735
## SanFrancisco 0.59016 0.537288 0.20797 0.527568 0.043442 0.2740404
## Ventura 0.74878 0.322935 0.62653 0.621674 0.381069 0.6256667
## SanJoaquin 1.00000 0.478310 0.61899 0.621105 0.281397 0.5624129
## SanMateo 0.47831 1.000000 0.10769 0.581709 -0.165551 0.1256158
## Stanislaus 0.61899 0.107686 1.00000 0.542732 0.580760 0.5427449
## Sonoma 0.62110 0.581709 0.54273 1.000000 0.240211 0.3811310
## Tulare 0.28140 -0.165551 0.58076 0.240211 1.000000 0.2671551
## Solano 0.56241 0.125616 0.54274 0.381131 0.267155 1.0000000
## SantaBarbara 0.57869 0.346815 0.47308 0.511805 0.360520 0.4539597
## Monterey 0.43272 -0.006816 0.63283 0.423623 0.579451 0.5620242
## Placer 0.66297 0.180036 0.70080 0.555571 0.540796 0.6004478
## SanLuisObispo 0.09347 0.256723 0.05108 0.213579 0.259281 -0.0316770
## SantaCruz 0.43290 0.482526 0.22163 0.488188 0.271745 0.4025993
## Marin 0.36380 0.580275 0.20329 0.558206 0.103513 0.3472229
## Butte 0.07764 0.112764 0.09187 0.389903 0.564591 -0.0006375
## Yolo 0.48803 -0.008027 0.64365 0.384534 0.545534 0.5400035
## ElDorado 0.43049 0.540890 0.38686 0.548392 0.140453 0.2269051
## Shasta -0.10600 -0.092340 0.02401 0.002087 0.233878 -0.2983133
## Madera 0.33615 -0.098509 0.40020 0.188312 0.428894 0.4265431
## Kings 0.31873 0.103350 0.46806 0.484016 0.585674 0.2268848
## Napa 0.20768 0.524720 0.13377 0.238182 -0.007219 -0.0721740
## Humboldt 0.58615 0.344187 0.31170 0.413188 0.343750 0.4306813
## Sutter 0.42926 0.264148 0.55199 0.452239 0.365689 0.1095256
## Mendocino 0.43476 0.272188 0.15267 0.493897 0.134693 0.4560847
## SanBenito 0.41179 0.108511 0.53832 0.553181 0.448654 0.4600192
## SantaBarbara Monterey Placer SanLuisObispo SantaCruz Marin
## LosAngeles 0.3512 0.348200 0.45216 0.57510 0.46774 0.43272
## SanDiego 0.8158 0.597577 0.57278 0.29718 0.67707 0.50066
## Orange 0.4606 0.511527 0.13131 0.36806 0.65217 0.39618
## Riverside 0.3790 0.603063 0.48475 0.27899 0.59050 0.08594
## SanBernadino 0.3870 0.444961 0.23980 0.21990 0.52452 0.20373
## SantaClara 0.4119 0.683585 0.41969 0.19079 0.44162 0.18496
## Alameda 0.4936 0.366791 0.47072 0.48637 0.65870 0.76216
## Sacramento 0.3331 0.206316 0.74128 0.04091 0.02530 0.29830
## Fresno 0.3827 0.502642 0.50520 0.32635 0.19711 0.30226
## Kern 0.3592 0.550250 0.63256 0.13449 0.14593 0.04820
## SanFrancisco 0.6040 0.102773 0.38700 0.18850 0.22840 0.45100
## Ventura 0.7391 0.764409 0.76876 0.26649 0.58253 0.52799
## SanJoaquin 0.5787 0.432725 0.66297 0.09347 0.43290 0.36380
## SanMateo 0.3468 -0.006816 0.18004 0.25672 0.48253 0.58027
## Stanislaus 0.4731 0.632830 0.70080 0.05108 0.22163 0.20329
## Sonoma 0.5118 0.423623 0.55557 0.21358 0.48819 0.55821
## Tulare 0.3605 0.579451 0.54080 0.25928 0.27175 0.10351
## Solano 0.4540 0.562024 0.60045 -0.03168 0.40260 0.34722
## SantaBarbara 1.0000 0.612826 0.54200 0.28154 0.50683 0.54357
## Monterey 0.6128 1.000000 0.57860 0.37013 0.60225 0.35957
## Placer 0.5420 0.578603 1.00000 0.22834 0.34683 0.53728
## SanLuisObispo 0.2815 0.370132 0.22834 1.00000 0.54668 0.59518
## SantaCruz 0.5068 0.602247 0.34683 0.54668 1.00000 0.60161
## Marin 0.5436 0.359572 0.53728 0.59518 0.60161 1.00000
## Butte 0.1877 0.363459 0.31117 0.60797 0.38574 0.33460
## Yolo 0.5496 0.372600 0.58881 0.21532 0.19965 0.31925
## ElDorado 0.5937 0.486373 0.18189 0.05756 0.56569 0.28150
## Shasta 0.2042 0.178871 0.01532 0.32139 0.04463 0.03551
## Madera 0.4173 0.736089 0.31571 0.09120 0.44297 0.03666
## Kings 0.5554 0.344456 0.44997 -0.06166 0.11702 0.16048
## Napa 0.3377 0.036426 0.19306 0.48912 0.20315 0.45826
## Humboldt 0.4124 0.254797 0.52436 0.33439 0.24859 0.34018
## Sutter 0.1461 0.356092 0.28680 0.06798 0.32020 -0.04964
## Mendocino 0.4289 0.423880 0.42644 0.41140 0.47410 0.45486
## SanBenito 0.4663 0.802801 0.45480 0.34659 0.62265 0.27686
## Butte Yolo ElDorado Shasta Madera Kings
## LosAngeles 0.3383954 0.494591 0.11961 -0.004691 0.24293 0.10408
## SanDiego 0.2278384 0.488694 0.67763 0.143437 0.46296 0.45502
## Orange 0.2331424 -0.047934 0.38411 0.224052 0.66255 0.16594
## Riverside 0.4951808 0.275844 0.35146 0.062384 0.63721 0.38244
## SanBernadino 0.3349304 0.182879 0.15170 0.301859 0.74112 0.37186
## SantaClara -0.0256451 0.346933 0.46741 -0.104594 0.47826 0.08617
## Alameda 0.3011744 0.164524 0.39097 -0.168993 0.21142 0.21316
## Sacramento 0.2804535 0.539678 0.21304 0.045042 0.01802 0.52370
## Fresno 0.5695969 0.518071 0.05767 0.421057 0.36256 0.50047
## Kern 0.3064050 0.513781 0.06610 0.038122 0.48284 0.50040
## SanFrancisco 0.0843969 0.350811 0.22123 -0.152785 0.04043 0.28000
## Ventura 0.2450466 0.416835 0.53214 -0.013109 0.48867 0.37548
## SanJoaquin 0.0776393 0.488030 0.43049 -0.105997 0.33615 0.31873
## SanMateo 0.1127643 -0.008027 0.54089 -0.092340 -0.09851 0.10335
## Stanislaus 0.0918742 0.643654 0.38686 0.024007 0.40020 0.46806
## Sonoma 0.3899032 0.384534 0.54839 0.002087 0.18831 0.48402
## Tulare 0.5645906 0.545534 0.14045 0.233878 0.42889 0.58567
## Solano -0.0006375 0.540004 0.22691 -0.298313 0.42654 0.22688
## SantaBarbara 0.1876529 0.549592 0.59368 0.204246 0.41732 0.55541
## Monterey 0.3634587 0.372600 0.48637 0.178871 0.73609 0.34446
## Placer 0.3111687 0.588813 0.18189 0.015320 0.31571 0.44997
## SanLuisObispo 0.6079700 0.215322 0.05756 0.321387 0.09120 -0.06166
## SantaCruz 0.3857354 0.199648 0.56569 0.044627 0.44297 0.11702
## Marin 0.3346001 0.319247 0.28150 0.035515 0.03666 0.16048
## Butte 1.0000000 0.171190 0.14193 0.444023 0.21557 0.41416
## Yolo 0.1711905 1.000000 0.07431 0.218722 0.19185 0.40474
## ElDorado 0.1419252 0.074307 1.00000 0.164145 0.27153 0.30970
## Shasta 0.4440230 0.218722 0.16415 1.000000 0.20115 0.20834
## Madera 0.2155664 0.191854 0.27153 0.201147 1.00000 0.36205
## Kings 0.4141597 0.404742 0.30970 0.208337 0.36205 1.00000
## Napa 0.2786118 0.107242 0.32576 0.271382 -0.16477 0.02682
## Humboldt 0.2889866 0.384122 0.04363 -0.251542 0.16944 0.33539
## Sutter 0.2748694 0.191355 0.48280 0.265394 0.40373 0.31606
## Mendocino 0.4206083 0.290245 0.21777 -0.042274 0.33889 0.26121
## SanBenito 0.4619281 0.245187 0.57421 0.029642 0.50974 0.27917
## Napa Humboldt Sutter Mendocino SanBenito
## LosAngeles 0.434643 0.59247 0.28506 0.44584 0.25496
## SanDiego 0.304484 0.46164 0.37289 0.44265 0.50939
## Orange 0.096090 0.05662 0.25841 0.22050 0.31533
## Riverside -0.013518 0.47698 0.55403 0.43237 0.65079
## SanBernadino -0.038451 0.16960 0.28875 0.23501 0.19867
## SantaClara 0.184028 0.17273 0.55335 0.18616 0.63473
## Alameda 0.415388 0.59074 0.21307 0.51920 0.34421
## Sacramento 0.433727 0.48336 0.47449 0.17450 0.21435
## Fresno 0.128973 0.10877 0.23310 0.11663 0.40363
## Kern -0.023135 0.46752 0.44770 0.13433 0.44013
## SanFrancisco 0.328586 0.64861 -0.10750 0.43124 0.11525
## Ventura 0.222815 0.50683 0.29285 0.52716 0.66436
## SanJoaquin 0.207683 0.58615 0.42926 0.43476 0.41179
## SanMateo 0.524720 0.34419 0.26415 0.27219 0.10851
## Stanislaus 0.133771 0.31170 0.55199 0.15267 0.53832
## Sonoma 0.238182 0.41319 0.45224 0.49390 0.55318
## Tulare -0.007219 0.34375 0.36569 0.13469 0.44865
## Solano -0.072174 0.43068 0.10953 0.45608 0.46002
## SantaBarbara 0.337685 0.41239 0.14614 0.42895 0.46632
## Monterey 0.036426 0.25480 0.35609 0.42388 0.80280
## Placer 0.193056 0.52436 0.28680 0.42644 0.45480
## SanLuisObispo 0.489118 0.33439 0.06798 0.41140 0.34659
## SantaCruz 0.203146 0.24859 0.32020 0.47410 0.62265
## Marin 0.458262 0.34018 -0.04964 0.45486 0.27686
## Butte 0.278612 0.28899 0.27487 0.42061 0.46193
## Yolo 0.107242 0.38412 0.19135 0.29025 0.24519
## ElDorado 0.325764 0.04363 0.48280 0.21777 0.57421
## Shasta 0.271382 -0.25154 0.26539 -0.04227 0.02964
## Madera -0.164770 0.16944 0.40373 0.33889 0.50974
## Kings 0.026823 0.33539 0.31606 0.26121 0.27917
## Napa 1.000000 0.18098 0.21597 0.06879 0.06277
## Humboldt 0.180982 1.00000 0.02108 0.70938 0.24751
## Sutter 0.215972 0.02108 1.00000 0.07445 0.50927
## Mendocino 0.068786 0.70938 0.07445 1.00000 0.50076
## SanBenito 0.062770 0.24751 0.50927 0.50076 1.00000
# residuals
serial.test(var_model) # significant, means lot of correlation left in residuals
##
## Portmanteau Test (asymptotic)
##
## data: Residuals of VAR object var_model
## Chi-squared = 72079, df = 12250, p-value < 2.2e-16
# granger causality
causality(var_model, cause = c("SantaClara"))
## $Granger
##
## Granger causality H0: SantaClara do not Granger-cause LosAngeles
## SanDiego Orange Riverside SanBernadino Alameda Sacramento Fresno Kern
## SanFrancisco Ventura SanJoaquin SanMateo Stanislaus Sonoma Tulare
## Solano SantaBarbara Monterey Placer SanLuisObispo SantaCruz Marin Butte
## Yolo ElDorado Shasta Madera Kings Napa Humboldt Sutter Mendocino
## SanBenito
##
## data: VAR object var_model
## F-Test = 434.13, df1 = 204, df2 = 1260, p-value < 2.2e-16
##
##
## $Instant
##
## H0: No instantaneous causality between: SantaClara and LosAngeles
## SanDiego Orange Riverside SanBernadino Alameda Sacramento Fresno Kern
## SanFrancisco Ventura SanJoaquin SanMateo Stanislaus Sonoma Tulare
## Solano SantaBarbara Monterey Placer SanLuisObispo SantaCruz Marin Butte
## Yolo ElDorado Shasta Madera Kings Napa Humboldt Sutter Mendocino
## SanBenito
##
## data: VAR object var_model
## Chi-squared = 122.72, df = 34, p-value = 5.819e-12
# impulse response
irf_sc_la <- irf(var_model, impulse = "SantaClara", response = "LosAngeles", n.ahead = 12, boot = TRUE)
plot(irf_sc_la)
irf_sc_sf <- irf(var_model, impulse = "SantaClara", response = "SanFrancisco", n.ahead = 12, boot = TRUE)
plot(irf_sc_sf)
irf_sc_su <- irf(var_model, impulse = "SantaClara", response = "Sutter", n.ahead = 12, boot = TRUE)
plot(irf_sc_su)
irf_sc_sh <- irf(var_model, impulse = "SantaClara", response = "Shasta", n.ahead = 12, boot = TRUE)
plot(irf_sc_sh)
# reverse impulse responses
irf_la_sc <- irf(var_model, impulse = "LosAngeles", response = "SantaClara", n.ahead = 12, boot = TRUE)
plot(irf_la_sc)
irf_sf_sc <- irf(var_model, impulse = "SanFrancisco", response = "SantaClara", n.ahead = 12, boot = TRUE)
plot(irf_sf_sc)
irf_su_sc <- irf(var_model, impulse = "Sutter", response = "SantaClara", n.ahead = 12, boot = TRUE)
plot(irf_su_sc)
irf_sh_sc <- irf(var_model, impulse = "Shasta", response = "SantaClara", n.ahead = 12, boot = TRUE)
plot(irf_sh_sc)
# GARCH
garch_spec <- ugarchspec(variance.model = list(model = "sGARCH", garchOrder = c(1,1)),
mean.model = list(armaOrder = c(0,0)),
distribution.model = "norm")
santaclararesiduals <- residuals(arima_santaclara)
arch_test_santaclara <- ArchTest(santaclararesiduals, lags = 10)
garch_santaclara <- ugarchfit(spec = garch_spec, data = santaclararesiduals)
# TAR
acf(santaclaratsdiff)
pacf(santaclaratsdiff)
Tsay.test(santaclaratsdiff)
## $test.stat
## [1] 2.203
##
## $p.value
## [1] 0.0002636
##
## $order
## [1] 17
selectSETAR(santaclaratsdiff, mL = 1, mH = 12)
## Searching on 167 possible threshold values within regimes with sufficient ( 15% ) number of observations
## Searching on 2004 combinations of thresholds ( 167 ), thDelay ( 1 ), mL ( 1 ) and MM ( 12 )
## Results of the grid search for 1 threshold
## thDelay mL mH th pooled-AIC
## 1 0 1 12 -4157.256 4547.355
## 2 0 1 12 -4019.923 4548.934
## 3 0 1 12 -3700.343 4550.388
## 4 0 1 12 -4398.957 4551.529
## 5 0 1 12 -3623.526 4551.746
## 6 0 1 12 -3430.930 4553.029
## 7 0 1 12 -2983.076 4554.216
## 8 0 1 12 -3223.096 4555.051
## 9 0 1 12 -2336.084 4555.850
## 10 0 1 12 -2534.954 4556.086
tar_santaclara <- setar(santaclaratsdiff, mL = 1, mH = 12, thDelay = 0)
AIC(tar_santaclara) # 4094.64
## [1] 4094.64
summary(tar_santaclara)
##
## Non linear autoregressive model
##
## SETAR model ( 2 regimes)
## Coefficients:
## Low regime:
## const.L phiL.1
## -306.0158369 0.8551282
##
## High regime:
## const.H phiH.1 phiH.2 phiH.3 phiH.4 phiH.5
## 441.36449113 1.80481322 -0.73205653 -0.88968759 1.29694639 -0.64074984
## phiH.6 phiH.7 phiH.8 phiH.9 phiH.10 phiH.11
## -0.44575152 1.01829767 -0.59965940 -0.08375870 0.26761221 -0.15695762
## phiH.12
## 0.07896308
##
## Threshold:
## -Variable: Z(t) = + (1) X(t)+ (0)X(t-1)+ (0)X(t-2)+ (0)X(t-3)+ (0)X(t-4)+ (0)X(t-5)+ (0)X(t-6)+ (0)X(t-7)+ (0)X(t-8)+ (0)X(t-9)+ (0)X(t-10)+ (0)X(t-11)
## -Value: -1043
## Proportion of points in low regime: 31.8% High regime: 68.2%
##
## Residuals:
## Min 1Q Median 3Q Max
## -16428.14 -1800.72 143.02 1943.36 9917.94
##
## Fit:
## residuals variance = 10700665, AIC = 4095, MAPE = 172.2%
##
## Coefficient(s):
##
## Estimate Std. Error t value Pr(>|t|)
## const.L -306.015837 610.373888 -0.5014 0.6165865
## phiL.1 0.855128 0.055405 15.4342 < 2.2e-16 ***
## const.H 441.364491 423.608219 1.0419 0.2985165
## phiH.1 1.804813 0.098830 18.2619 < 2.2e-16 ***
## phiH.2 -0.732057 0.203748 -3.5930 0.0003979 ***
## phiH.3 -0.889688 0.221282 -4.0206 7.814e-05 ***
## phiH.4 1.296946 0.238761 5.4320 1.385e-07 ***
## phiH.5 -0.640750 0.258781 -2.4760 0.0139878 *
## phiH.6 -0.445752 0.234760 -1.8988 0.0588161 .
## phiH.7 1.018298 0.227193 4.4821 1.153e-05 ***
## phiH.8 -0.599659 0.234944 -2.5523 0.0113312 *
## phiH.9 -0.083759 0.209252 -0.4003 0.6893154
## phiH.10 0.267612 0.198058 1.3512 0.1779308
## phiH.11 -0.156958 0.187041 -0.8392 0.4022278
## phiH.12 0.078963 0.094534 0.8353 0.4044004
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Threshold
## Variable: Z(t) = + (1) X(t) + (0) X(t-1)+ (0) X(t-2)+ (0) X(t-3)+ (0) X(t-4)+ (0) X(t-5)+ (0) X(t-6)+ (0) X(t-7)+ (0) X(t-8)+ (0) X(t-9)+ (0) X(t-10)+ (0) X(t-11)
##
## Value: -1043
plot(tar_santaclara)
# manual TAR
sel <- selectSETAR(santaclaratsdiff, mL = 1, mH = 12)
## Searching on 167 possible threshold values within regimes with sufficient ( 15% ) number of observations
## Searching on 2004 combinations of thresholds ( 167 ), thDelay ( 1 ), mL ( 1 ) and MM ( 12 )
tar_santaclaram <- setar(santaclaratsdiff, m=1, thDelay = 0)
thvar <- tar_santaclaram$model.specific$thVar
regime <- tar_santaclaram$model.specific$regime
threshold_value <- min(thvar[regime == 2], na.rm = TRUE)
print(threshold_value) # -5664.965
## [1] -5664.965
# FARIMA
farima_santaclara <- arfima(santaclaratsdiff)
AIC(farima_santaclara) # 4770.477
## [1] 4770.477
# Regressions
linear_model_santaclara <- lm(SantaClara ~ bbkgdp + caunemp + cci + cpiall + cpishelter + mrates + population + date, data = santaclaramacrots)
summary(linear_model_santaclara) # 0.9799
##
## Call:
## lm(formula = SantaClara ~ bbkgdp + caunemp + cci + cpiall + cpishelter +
## mrates + population + date, data = santaclaramacrots)
##
## Residuals:
## Min 1Q Median 3Q Max
## -148097 -28319 844 29105 126969
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.347e+07 8.078e+05 16.681 < 2e-16 ***
## bbkgdp -7.665e+02 4.378e+02 -1.751 0.0812 .
## caunemp -1.979e+04 1.846e+03 -10.722 < 2e-16 ***
## cci 2.137e+03 4.645e+03 0.460 0.6459
## cpiall -7.520e+03 9.103e+02 -8.261 9.39e-15 ***
## cpishelter 3.493e+03 7.053e+02 4.953 1.37e-06 ***
## mrates 3.722e+04 8.012e+03 4.645 5.57e-06 ***
## population -6.864e+01 3.855e+00 -17.803 < 2e-16 ***
## date 6.032e+02 3.837e+01 15.720 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 50190 on 243 degrees of freedom
## Multiple R-squared: 0.9799, Adjusted R-squared: 0.9793
## F-statistic: 1484 on 8 and 243 DF, p-value: < 2.2e-16
poly_model_santaclara <- lm(SantaClara ~ bbkgdp + caunemp + cci + cpiall + cpishelter + mrates + population + poly(date, 2), data = santaclaramacrots)
summary(poly_model_santaclara) # 0.9801
##
## Call:
## lm(formula = SantaClara ~ bbkgdp + caunemp + cci + cpiall + cpishelter +
## mrates + population + poly(date, 2), data = santaclaramacrots)
##
## Residuals:
## Min 1Q Median 3Q Max
## -152481 -29640 1247 25224 130441
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.546e+07 2.324e+06 10.955 < 2e-16 ***
## bbkgdp -7.739e+02 4.376e+02 -1.769 0.078211 .
## caunemp -1.986e+04 1.846e+03 -10.761 < 2e-16 ***
## cci 4.429e+03 5.056e+03 0.876 0.381980
## cpiall -7.803e+03 9.429e+02 -8.276 8.62e-15 ***
## cpishelter 4.595e+03 1.194e+03 3.848 0.000153 ***
## mrates 3.565e+04 8.123e+03 4.389 1.70e-05 ***
## population -7.692e+01 8.205e+00 -9.374 < 2e-16 ***
## poly(date, 2)1 2.233e+07 1.671e+06 13.362 < 2e-16 ***
## poly(date, 2)2 -3.348e+05 2.929e+05 -1.143 0.254133
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 50160 on 242 degrees of freedom
## Multiple R-squared: 0.9801, Adjusted R-squared: 0.9793
## F-statistic: 1321 on 9 and 242 DF, p-value: < 2.2e-16
fo_model_santaclara <- lm(SantaClara ~ bbkgdp + caunemp + cci + cpiall + cpishelter + mrates + population + cos(2 * pi * date / 12) + sin(2 * pi * date / 12) + cos(4 * pi * date / 12) + sin(4 * pi * date / 12), data = santaclaramacrots)
summary(fo_model_santaclara) # 0.9596
##
## Call:
## lm(formula = SantaClara ~ bbkgdp + caunemp + cci + cpiall + cpishelter +
## mrates + population + cos(2 * pi * date/12) + sin(2 * pi *
## date/12) + cos(4 * pi * date/12) + sin(4 * pi * date/12),
## data = santaclaramacrots)
##
## Residuals:
## Min 1Q Median 3Q Max
## -133188 -58416 -2313 39851 218491
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3937543.68 763735.27 5.156 5.28e-07 ***
## bbkgdp -217.34 629.62 -0.345 0.7303
## caunemp -31060.53 2458.23 -12.635 < 2e-16 ***
## cci -9739.08 6593.75 -1.477 0.1410
## cpiall -3456.64 1259.08 -2.745 0.0065 **
## cpishelter 11509.90 697.41 16.504 < 2e-16 ***
## mrates -51026.10 8266.32 -6.173 2.84e-09 ***
## population -12.79 2.20 -5.814 1.94e-08 ***
## cos(2 * pi * date/12) -1169.59 6396.71 -0.183 0.8551
## sin(2 * pi * date/12) -62.32 6372.19 -0.010 0.9922
## cos(4 * pi * date/12) -4321.29 6637.12 -0.651 0.5156
## sin(4 * pi * date/12) -1940.21 6400.63 -0.303 0.7621
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 71640 on 240 degrees of freedom
## Multiple R-squared: 0.9596, Adjusted R-squared: 0.9578
## F-statistic: 518.8 on 11 and 240 DF, p-value: < 2.2e-16
splines_model_santaclara <- lm(SantaClara ~ bbkgdp + caunemp + cci + cpiall + cpishelter + mrates + population + bs(date, knots = c(13878, 14425, 18321, 18382), degree = 1), data = santaclaramacrots)
summary(splines_model_santaclara) # 0.9835
##
## Call:
## lm(formula = SantaClara ~ bbkgdp + caunemp + cci + cpiall + cpishelter +
## mrates + population + bs(date, knots = c(13878, 14425, 18321,
## 18382), degree = 1), data = santaclaramacrots)
##
## Residuals:
## Min 1Q Median 3Q Max
## -129309 -30430 -1922 22208 141393
##
## Coefficients:
## Estimate
## (Intercept) 2.354e+07
## bbkgdp -8.380e+02
## caunemp -1.478e+04
## cci -4.590e+03
## cpiall -1.276e+04
## cpishelter 1.886e+02
## mrates 4.417e+04
## population -6.973e+01
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 1)1 1.209e+06
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 1)2 1.445e+06
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 1)3 4.374e+06
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 1)4 4.377e+06
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 1)5 6.048e+06
## Std. Error t value
## (Intercept) 3.735e+06 6.304
## bbkgdp 4.029e+02 -2.080
## caunemp 3.602e+03 -4.104
## cci 6.260e+03 -0.733
## cpiall 2.369e+03 -5.385
## cpishelter 1.161e+03 0.162
## mrates 8.108e+03 5.447
## population 1.044e+01 -6.679
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 1)1 1.801e+05 6.714
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 1)2 2.149e+05 6.725
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 1)3 6.363e+05 6.874
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 1)4 5.903e+05 7.414
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 1)5 8.942e+05 6.763
## Pr(>|t|)
## (Intercept) 1.38e-09 ***
## bbkgdp 0.0386 *
## caunemp 5.58e-05 ***
## cci 0.4641
## cpiall 1.73e-07 ***
## cpishelter 0.8711
## mrates 1.27e-07 ***
## population 1.67e-10 ***
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 1)1 1.36e-10 ***
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 1)2 1.29e-10 ***
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 1)3 5.39e-11 ***
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 1)4 2.11e-12 ***
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 1)5 1.03e-10 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 45860 on 239 degrees of freedom
## Multiple R-squared: 0.9835, Adjusted R-squared: 0.9827
## F-statistic: 1189 on 12 and 239 DF, p-value: < 2.2e-16
splines_model_santaclara2 <- lm(SantaClara ~ bbkgdp + caunemp + cci + cpiall + cpishelter + mrates + population + bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2), data = santaclaramacrots)
summary(splines_model_santaclara2) # 0.9871
##
## Call:
## lm(formula = SantaClara ~ bbkgdp + caunemp + cci + cpiall + cpishelter +
## mrates + population + bs(date, knots = c(13878, 14425, 18321,
## 18382), degree = 2), data = santaclaramacrots)
##
## Residuals:
## Min 1Q Median 3Q Max
## -98927 -29704 5111 22621 118504
##
## Coefficients:
## Estimate
## (Intercept) 1.506e+07
## bbkgdp -5.922e+02
## caunemp -2.592e+04
## cci -1.014e+04
## cpiall -1.016e+04
## cpishelter -1.202e+04
## mrates 5.570e+04
## population -3.151e+01
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2)1 6.232e+05
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2)2 1.192e+06
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2)3 2.194e+06
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2)4 4.102e+06
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2)5 4.885e+06
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2)6 6.255e+06
## Std. Error t value
## (Intercept) 6.369e+06 2.364
## bbkgdp 3.593e+02 -1.648
## caunemp 1.955e+03 -13.257
## cci 4.807e+03 -2.110
## cpiall 1.775e+03 -5.721
## cpishelter 2.081e+03 -5.779
## mrates 7.835e+03 7.109
## population 2.192e+01 -1.438
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2)1 1.161e+05 5.366
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2)2 2.867e+05 4.157
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2)3 6.582e+05 3.334
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2)4 8.536e+05 4.806
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2)5 8.874e+05 5.505
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2)6 1.071e+06 5.841
## Pr(>|t|)
## (Intercept) 0.018864 *
## bbkgdp 0.100591
## caunemp < 2e-16 ***
## cci 0.035941 *
## cpiall 3.16e-08 ***
## cpishelter 2.35e-08 ***
## mrates 1.35e-11 ***
## population 0.151780
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2)1 1.91e-07 ***
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2)2 4.49e-05 ***
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2)3 0.000994 ***
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2)4 2.72e-06 ***
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2)5 9.55e-08 ***
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 2)6 1.69e-08 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 40710 on 238 degrees of freedom
## Multiple R-squared: 0.9871, Adjusted R-squared: 0.9864
## F-statistic: 1398 on 13 and 238 DF, p-value: < 2.2e-16
splines_model_santaclara3 <- lm(SantaClara ~ bbkgdp + caunemp + cci + cpiall + cpishelter + mrates + population + bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3), data = santaclaramacrots)
summary(splines_model_santaclara3) # 0.9897
##
## Call:
## lm(formula = SantaClara ~ bbkgdp + caunemp + cci + cpiall + cpishelter +
## mrates + population + bs(date, knots = c(13878, 14425, 18321,
## 18382), degree = 3), data = santaclaramacrots)
##
## Residuals:
## Min 1Q Median 3Q Max
## -75770 -22889 -2376 23952 101654
##
## Coefficients:
## Estimate
## (Intercept) 2.044e+07
## bbkgdp -6.206e+02
## caunemp -9.189e+03
## cci -7.193e+03
## cpiall -2.409e+03
## cpishelter -1.370e+04
## mrates 4.471e+04
## population -5.471e+01
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)1 3.294e+05
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)2 1.120e+06
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)3 1.647e+06
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)4 3.526e+06
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)5 4.997e+06
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)6 5.707e+06
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)7 6.724e+06
## Std. Error t value
## (Intercept) 4.707e+06 4.343
## bbkgdp 3.184e+02 -1.949
## caunemp 2.716e+03 -3.384
## cci 4.248e+03 -1.693
## cpiall 1.914e+03 -1.259
## cpishelter 2.143e+03 -6.392
## mrates 7.201e+03 6.209
## population 1.686e+01 -3.245
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)1 6.831e+04 4.822
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)2 1.339e+05 8.360
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)3 3.823e+05 4.308
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)4 5.267e+05 6.694
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)5 6.269e+05 7.971
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)6 6.548e+05 8.716
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)7 7.420e+05 9.062
## Pr(>|t|)
## (Intercept) 2.08e-05 ***
## bbkgdp 0.052455 .
## caunemp 0.000837 ***
## cci 0.091741 .
## cpiall 0.209347
## cpishelter 8.62e-10 ***
## mrates 2.37e-09 ***
## population 0.001345 **
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)1 2.54e-06 ***
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)2 5.38e-15 ***
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)3 2.41e-05 ***
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)4 1.56e-10 ***
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)5 6.65e-14 ***
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)6 5.10e-16 ***
## bs(date, knots = c(13878, 14425, 18321, 18382), degree = 3)7 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 36330 on 237 degrees of freedom
## Multiple R-squared: 0.9897, Adjusted R-squared: 0.9891
## F-statistic: 1634 on 14 and 237 DF, p-value: < 2.2e-16
# regressions with recession dummys
linear_model_santaclara_dummy <- lm(SantaClara ~ bbkgdp + caunemp + cci + cpiall + cpishelter + mrates + population + date + hcrisis + covid, data = santaclaramacrots)
summary(linear_model_santaclara_dummy) # 0.9802
##
## Call:
## lm(formula = SantaClara ~ bbkgdp + caunemp + cci + cpiall + cpishelter +
## mrates + population + date + hcrisis + covid, data = santaclaramacrots)
##
## Residuals:
## Min 1Q Median 3Q Max
## -148602 -30944 132 27093 131297
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.347e+07 8.173e+05 16.478 < 2e-16 ***
## bbkgdp -1.129e+03 6.195e+02 -1.823 0.069568 .
## caunemp -1.835e+04 2.122e+03 -8.644 7.66e-16 ***
## cci 7.820e+03 6.733e+03 1.161 0.246626
## cpiall -7.288e+03 1.022e+03 -7.129 1.17e-11 ***
## cpishelter 3.105e+03 8.319e+02 3.732 0.000237 ***
## mrates 3.925e+04 8.224e+03 4.773 3.15e-06 ***
## population -7.164e+01 4.441e+00 -16.131 < 2e-16 ***
## date 6.296e+02 4.290e+01 14.677 < 2e-16 ***
## hcrisis 2.245e+04 1.944e+04 1.155 0.249330
## covid -3.883e+04 4.341e+04 -0.895 0.371888
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 50120 on 241 degrees of freedom
## Multiple R-squared: 0.9802, Adjusted R-squared: 0.9793
## F-statistic: 1191 on 10 and 241 DF, p-value: < 2.2e-16
poly_model_santaclara_dummy <- lm(SantaClara ~ bbkgdp + caunemp + cci + cpiall + cpishelter + mrates + population + poly(date, 2) + hcrisis + covid, data = santaclaramacrots)
summary(poly_model_santaclara_dummy) # 0.9802
##
## Call:
## lm(formula = SantaClara ~ bbkgdp + caunemp + cci + cpiall + cpishelter +
## mrates + population + poly(date, 2) + hcrisis + covid, data = santaclaramacrots)
##
## Residuals:
## Min 1Q Median 3Q Max
## -151137 -31079 -342 26470 132470
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.500e+07 2.413e+06 10.357 < 2e-16 ***
## bbkgdp -1.149e+03 6.211e+02 -1.850 0.0655 .
## caunemp -1.871e+04 2.198e+03 -8.513 1.87e-15 ***
## cci 7.781e+03 6.741e+03 1.154 0.2495
## cpiall -7.580e+03 1.119e+03 -6.773 9.63e-11 ***
## cpishelter 3.920e+03 1.511e+03 2.594 0.0101 *
## mrates 3.771e+04 8.573e+03 4.399 1.64e-05 ***
## population -7.614e+01 8.265e+00 -9.212 < 2e-16 ***
## poly(date, 2)1 2.263e+07 1.696e+06 13.341 < 2e-16 ***
## poly(date, 2)2 -2.093e+05 3.238e+05 -0.646 0.5186
## hcrisis 1.659e+04 2.146e+04 0.773 0.4403
## covid -3.970e+04 4.348e+04 -0.913 0.3621
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 50180 on 240 degrees of freedom
## Multiple R-squared: 0.9802, Adjusted R-squared: 0.9793
## F-statistic: 1080 on 11 and 240 DF, p-value: < 2.2e-16
# Markov Switching Model 3 Regimes
y <- santaclaratsdiff2
y_lag <- stats::lag(y, k = -1)
df <- data.frame(y = y, y_lag = y_lag)
df <- na.omit(df)
df$time <- 1:nrow(df)
ar1_lm_santaclara <- lm(y ~ y_lag + time, data = df)
sw <- c(TRUE, TRUE, TRUE, TRUE)
markov_santaclara <- msmFit(ar1_lm_santaclara, k = 2, p = 0, sw = sw)
## Warning in summary.lm(mod1): essentially perfect fit: summary may be unreliable
## Warning in summary.lm(mod1): essentially perfect fit: summary may be unreliable
start_date <- as.Date("2004-01-31")
dates <- seq(start_date, by = "month", length.out = nrow(df)+1)
smo_probs <- markov_santaclara@Fit@smoProb
regime1_probs <- smo_probs[, 1]
regime2_probs <- smo_probs[, 2]
df_probs <- data.frame(
Date = dates,
Regime1_Prob = regime1_probs,
Regime2_Prob = regime2_probs
)
ggplot(df_probs, aes(x = Date, y = Regime1_Prob)) +
geom_line(color = "blue") +
geom_rect(aes(xmin = as.Date("2007-12-01"), xmax = as.Date("2009-06-01"),
ymin = -Inf, ymax = Inf), fill = "red", alpha = 0.005) +
geom_rect(aes(xmin = as.Date("2020-02-01"), xmax = as.Date("2020-04-01"),
ymin = -Inf, ymax = Inf), fill = "purple", alpha = 0.005) +
labs(title = "Smoothed Probability of Regime 1",
x = "Date", y = "Probability") +
theme_minimal()
ggplot(df_probs, aes(x = Date, y = Regime2_Prob)) +
geom_line(color = "darkred") +
geom_rect(aes(xmin = as.Date("2007-12-01"), xmax = as.Date("2009-06-01"),
ymin = -Inf, ymax = Inf), fill = "red", alpha = 0.005) +
geom_rect(aes(xmin = as.Date("2020-02-01"), xmax = as.Date("2020-04-01"),
ymin = -Inf, ymax = Inf), fill = "purple", alpha = 0.005) +
labs(title = "Smoothed Probability of Regime 2",
x = "Date", y = "Probability") +
theme_minimal()
df_probs$Most_Likely_Regime <- apply(df_probs[, c("Regime1_Prob", "Regime2_Prob")], 1, which.max)
df_probs$Period <- with(df_probs, ifelse(
Date >= as.Date("2007-12-01") & Date <= as.Date("2009-06-01"), "Financial Crisis",
ifelse(Date >= as.Date("2020-02-01") & Date <= as.Date("2020-04-01"), "COVID-19",
"Other")))
table_summary <- with(df_probs, table(Period, Most_Likely_Regime))
print(table_summary)
## Most_Likely_Regime
## Period 1 2
## COVID-19 0 2
## Financial Crisis 1 18
## Other 18 212
# cross validation for arima
santaclara_forecast <- function(y, h) {
model <- auto.arima(y)
forecast(model, h = h)
}
santaclara_forecast_errors <- tsCV(santaclarats, forecastfunction = santaclara_forecast, h = 1)
santaclara_forecast_errorsc <- na.omit(santaclara_forecast_errors)
rmse <- sqrt(mean(santaclara_forecast_errorsc^2))
mae <- mean(abs(santaclara_forecast_errorsc))
mape <- mean(abs(santaclara_forecast_errorsc / santaclarats[!is.na(santaclara_forecast_errors)])) * 100
data.frame(RMSE = rmse, MAE = mae, MAPE = mape) # RMSE 3669.345, MAE 2761.529, MAPE 0.343
## RMSE MAE MAPE
## 1 3669.345 2761.529 0.3430297
# cross validation for tar
h <- 1
initial <- 120
n <- length(santaclarats)
tar_errors <- rep(NA, n)
for (i in (initial):(n - h)) {
train_y <- santaclarats[1:i]
model <- tar_santaclara
fc <- predict(model, n.ahead = h)
tar_errors[i + h] <- santaclarats[i + h] - fc[h]
}
errors <- na.omit(tar_errors)
actuals <- santaclarats[!is.na(tar_errors)]
rmse <- sqrt(mean(errors^2))
mae <- mean(abs(errors))
mape <- mean(abs(errors / actuals)) * 100
data.frame(Model = "TAR", RMSE = rmse, MAE = mae, MAPE = mape) # rmse 1172886, mae 1140232, mape 98.97268
## Model RMSE MAE MAPE
## 1 TAR 1172886 1140232 98.97268
# cross validation for var
h <- 1
initial <- 120
n <- nrow(hpricets)
var_errors <- rep(NA, n)
for (i in (initial):(n - h)) {
train_data <- hpricets[1:i, ]
model <- VAR(train_data, p = 1, type = "const")
fc <- predict(model, n.ahead = h)
santa_fc <- fc$fcst$SantaClara[h, "fcst"]
actual <- hpricets[i + h, "SantaClara"]
var_errors[i + h] <- actual - santa_fc
}
errors <- na.omit(var_errors)
actuals <- hpricets[!is.na(var_errors), "SantaClara"]
rmse <- sqrt(mean(errors^2))
mae <- mean(abs(errors))
mape <- mean(abs(errors / actuals)) * 100
data.frame(Model = "VAR", RMSE = rmse, MAE = mae, MAPE = mape) # rmse 11311.1, mae 7859.535, mape 0.763
## Model RMSE MAE MAPE
## 1 VAR 13336.29 9915.371 0.831202
# clustering
hprice <- as.matrix(hpricets)
norm_hprice <- scale(hprice)
dist_matrix <- proxy::dist(t(norm_hprice), method = "DTW")
# elbow
fviz_nbclust(norm_hprice, kmeans, method = "wss", k.max = 10) # 2 or 3
# gap
gap <- clusGap(as.matrix(norm_hprice), FUN = kmeans, K.max = 20, B = 50)
fviz_gap_stat(gap) # 1
# try with 2 clusters
set.seed(123)
kmeans_result <- kmeans(dist_matrix, centers = 2, nstart = 10)
fviz_cluster(kmeans_result, data = dist_matrix)
# try with 3 clusters
set.seed(123)
kmeans_result2 <- kmeans(dist_matrix, centers = 3, nstart = 10)
fviz_cluster(kmeans_result2, data = dist_matrix)
norm_hprice$cluster <- as.factor(kmeans_result2$cluster)
## Warning in norm_hprice$cluster <- as.factor(kmeans_result2$cluster): Coercing
## LHS to a list
# k medoids
pam_result <- pam(dist_matrix, k = 1)
pam_result$medoids #Shasta
## [1] "Shasta"
mds_coords <- cmdscale(dist_matrix, k = 2)
plot_df <- data.frame(
Dim1 = mds_coords[,1],
Dim2 = mds_coords[,2],
Cluster = as.factor(pam_result$clustering),
County = rownames(mds_coords)
)
ggplot(plot_df, aes(x = Dim1, y = Dim2, color = Cluster, label = County)) +
geom_point(size = 3) +
geom_text(vjust = 1.5, size = 3) +
theme_minimal() +
ggtitle("K-Medoids Clustering with DTW Distance") +
theme(plot.title = element_text(hjust = 0.5))
